A review of robust distributed estimation strategies over wireless sensor networks
•To handle impulsive noise environments, robust cost functions derived from the theory of robust statistics and special functions of residual error should be utilized.•The study of robust techniques in impulsive noise contaminated distributed scenarios is not available in the literature, and a liter...
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| Published in | Signal processing Vol. 188; p. 108150 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.11.2021
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0165-1684 1872-7557 |
| DOI | 10.1016/j.sigpro.2021.108150 |
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| Abstract | •To handle impulsive noise environments, robust cost functions derived from the theory of robust statistics and special functions of residual error should be utilized.•The study of robust techniques in impulsive noise contaminated distributed scenarios is not available in the literature, and a literature review is much needed for further development of novel robust algorithms to tackle outliers.•The manuscript reviews robust distributed algorithms available in the literature for parameter estimation and it mainly focuses on robust distributed estimation using loss functions.
Distributed estimation strategies over wireless sensor networks are one of the active areas of research due to the wide range of applications in a variety of fields ranging from agriculture to surveillance. The classical least squares based algorithms are simple and effective when the noise follows Gaussian distribution. In practical scenarios, the noise may have heavy tailed distributions unlike the Gaussian distribution. The presence of outliers or impulsive noise in distributed networks is unavoidable in practical scenarios due to atmospheric phenomena, electric machinery, saturation effects, link or node failures, etc. To handle such impulsive noise environments, robust cost functions derived from the theory of robust statistics and special robust functions of residual error should be utilized. The study of such robust techniques in distributed scenarios is not available in the literature, and such a literature review is much needed for the further development of novel robust algorithms to tackle outliers. A review of such robust distributed algorithms available in the literature for parameter estimation is presented in this manuscript. |
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| AbstractList | •To handle impulsive noise environments, robust cost functions derived from the theory of robust statistics and special functions of residual error should be utilized.•The study of robust techniques in impulsive noise contaminated distributed scenarios is not available in the literature, and a literature review is much needed for further development of novel robust algorithms to tackle outliers.•The manuscript reviews robust distributed algorithms available in the literature for parameter estimation and it mainly focuses on robust distributed estimation using loss functions.
Distributed estimation strategies over wireless sensor networks are one of the active areas of research due to the wide range of applications in a variety of fields ranging from agriculture to surveillance. The classical least squares based algorithms are simple and effective when the noise follows Gaussian distribution. In practical scenarios, the noise may have heavy tailed distributions unlike the Gaussian distribution. The presence of outliers or impulsive noise in distributed networks is unavoidable in practical scenarios due to atmospheric phenomena, electric machinery, saturation effects, link or node failures, etc. To handle such impulsive noise environments, robust cost functions derived from the theory of robust statistics and special robust functions of residual error should be utilized. The study of such robust techniques in distributed scenarios is not available in the literature, and such a literature review is much needed for the further development of novel robust algorithms to tackle outliers. A review of such robust distributed algorithms available in the literature for parameter estimation is presented in this manuscript. |
| ArticleNumber | 108150 |
| Author | Sahoo, Upendra Kumar Baraha, Satyakam Modalavalasa, Sowjanya Sahoo, Ajit Kumar |
| Author_xml | – sequence: 1 givenname: Sowjanya orcidid: 0000-0002-4688-8768 surname: Modalavalasa fullname: Modalavalasa, Sowjanya email: 515ec1004@nitrkl.ac.in – sequence: 2 givenname: Upendra Kumar surname: Sahoo fullname: Sahoo, Upendra Kumar email: upensahoo@nitrkl.ac.in – sequence: 3 givenname: Ajit Kumar surname: Sahoo fullname: Sahoo, Ajit Kumar email: ajitsahoo@nitrkl.ac.in – sequence: 4 givenname: Satyakam orcidid: 0000-0002-7770-4335 surname: Baraha fullname: Baraha, Satyakam email: 517ec1014@nitrkl.ac.in |
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| Cites_doi | 10.3390/sym11111335 10.1016/j.sigpro.2014.02.008 10.1109/TSP.2007.913164 10.1109/TNN.2007.904035 10.1109/JSTSP.2009.2039178 10.1109/TSP.2013.2265221 10.1109/TSP.2011.2107907 10.1049/iet-spr.2015.0386 10.1109/MSP.2012.2183773 10.1016/j.sigpro.2016.08.023 10.1561/2200000051 10.1109/TSP.2012.2217338 10.1109/TSMCC.2010.2042446 10.1109/TSP.2009.2025074 10.1006/dspr.2002.0457 10.1109/TSP.2015.2450193 10.1109/TSP.2012.2197208 10.1016/j.sigpro.2014.12.022 10.1109/ACCESS.2020.2972905 10.1109/53.9259 10.1109/TSP.2012.2232663 10.1049/iet-cta.2012.0732 10.1109/LSP.2014.2319308 10.1016/j.sigpro.2017.09.016 10.1049/el.2013.2331 10.1109/JPROC.2003.814918 10.1109/TSP.2015.2416671 10.1016/j.inffus.2017.03.006 10.1109/TSP.2011.2163631 10.1016/j.sigpro.2017.07.014 10.1016/j.dsp.2019.102589 10.1109/TSP.2017.2703664 10.1016/j.sigpro.2012.04.012 10.1109/78.286951 10.1016/j.sigpro.2019.01.004 10.1109/ACCESS.2018.2866857 10.1109/TSP.2007.913142 10.1016/j.dsp.2016.07.009 10.1109/ACCESS.2017.2651144 10.1109/29.17553 10.1109/TSP.2011.2108651 10.1109/TSP.2020.2983905 10.1109/TSP.2011.2161474 10.1109/TSP.2016.2539127 10.1109/TNN.2002.1031936 10.1016/j.jfranklin.2018.03.001 10.1109/TSP.2007.896065 10.1109/6046.784467 10.1080/01621459.1993.10476352 10.1109/MCOM.2002.1024422 10.1109/TSP.2012.2198468 10.1109/JSTSP.2018.2827261 10.1109/TSP.2010.2055862 10.1016/j.sigpro.2016.03.022 10.1049/el.2016.1190 10.1186/1687-6180-2012-18 10.1109/TPWRS.2017.2715561 10.1109/TSP.2012.2192928 10.1109/TSP.2013.2289888 10.1109/JPROC.2014.2306253 10.1109/TSP.2009.2039731 10.1109/TC.2006.130 10.1109/MC.2004.93 10.1016/j.dsp.2020.102767 10.1109/SURV.2010.021510.00088 10.1109/TSP.2015.2437836 10.1109/ACCESS.2020.2966508 10.1109/TNET.2014.2350013 10.1109/TASLP.2019.2950597 10.1109/MSP.2006.1657817 10.1109/TMC.2015.2460251 10.1109/TSP.2014.2333559 10.1109/JSTSP.2011.2125943 10.1016/B978-0-12-411597-2.00009-6 10.1109/TSP.2009.2016226 10.1109/18.761256 10.1109/78.752610 10.1023/B:AIRE.0000045502.10941.a9 10.1109/TCYB.2016.2626801 10.1002/9780470434697 10.1038/scientificamerican0682-114 10.1109/82.899657 10.1049/el.2013.3942 10.1109/49.339922 10.1109/79.985674 10.1016/j.sigpro.2019.06.003 10.1109/MSP.2012.2231991 10.1016/j.sigpro.2019.01.015 10.1109/TSIPN.2018.2866296 10.1109/TSP.2013.2258342 10.1109/TSP.2009.2021917 10.1109/MCS.2016.2558444 10.1109/TSP.2016.2535239 10.1016/j.dsp.2016.02.001 10.1109/TSP.2012.2218812 10.1016/j.dsp.2018.02.008 10.1145/1541880.1541882 10.1109/29.1548 10.1049/iet-spr.2020.0233 10.3390/e20040246 10.1109/JOE.2006.875272 10.1109/TSP.2009.2033729 10.1016/j.sigpro.2013.09.006 10.1109/TIE.2010.2098359 10.1109/15.990732 10.1109/TSP.2007.896034 10.1016/j.dsp.2020.102918 10.1016/j.inffus.2019.06.026 10.1109/TSP.2015.2412918 10.1109/TSP.2009.2038417 |
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| References | Campbell, Ahmed (bib0019) 2016; 36 Xu, Qu, Zhao, Yan, Wang (bib0113) 2018; 20 Liu, Li (bib0136) 2015; 63 Gandhi, Mili (bib0150) 2010; 58 Dang, Chen, Wang, Gu, Príncipe (bib0049) 2019; 66 Zou, Chan, Ng (bib0132) 1999; 4 Cattivelli, Lopes, Sayed (bib0036) 2008; 56 Sayed, Tu, Chen, Zhao, Towfic (bib0022) 2013; 30 Bouvet, Schwartz (bib0054) 1989; 37 Bertrand, Moonen, Sayed (bib0138) 2011; 59 Ma, Chen, Duan, Zhao (bib0112) 2016; 58 Chong, Chang, Mori (bib0018) 2018 Sahoo, Panda, Mulgrew, Majhi (bib0068) 2014; 101 Wilson, Panigrahi, Dubey (bib0130) 2020; 96 Abdolee, Champagne, Sayed (bib0039) 2014; 62 Li, Guan (bib0083) 2018; 355 Di Lorenzo, Sayed (bib0076) 2013; 61 Hodge, Austin (bib0023) 2004; 22 Sayed (bib0025) 2003 Rousseeuw, Leroy (bib0063) 1987; 1 Jia, Zheng, Katerega, Yang (bib0137) 2019; 160 Zhu, Chen, Hu (bib0124) 2011; 7 Chouvardas, Slavakis, Theodoridis (bib0084) 2011; 59 Douglas, Meng (bib0096) 1994; 42 Chen, Li, Duan, Wang, Wu (bib0117) 2018; 81 Chen, Xing, Liang, Zheng, Principe (bib0109) 2014; 21 Zhang, Meratnia, Havinga (bib0002) 2010; 12 Modalavalsa, Sahoo, Sahoo, Kumar (bib0029) 2019; 5 Cattivelli, Sayed (bib0030) 2009; 58 Wen (bib0123) 2014; 50 Kumar, Sahoo, Sahoo, Acharya (bib0071) 2016; 10 Chen, Richard, Sayed (bib0116) 2015; 63 López-Valcarce, Pereira, Pagés-Zamora (bib0142) 2014 Carrillo, Barner (bib0128) 2011 Rey Vega, Rey, Benesty, Tressens (bib0052) 2008; 56 Liu, Pokharel, Principe (bib0106) 2007; 55 He, Shin, Xu, Tsourdos (bib0017) 2020; 54 Yu, He, Chen, Li, Zhang, Lu (bib0050) 2020; 28 Li, Chambers, Lopes, Sayed (bib0153) 2010; 58 Chen, Xing, Zhao, Zheng, Prı (bib0107) 2016; 64 Abadi, Shafiee (bib0156) 2018; 5 Chitre, Potter, Ong (bib0053) 2006; 31 Hettmansperger, McKean (bib0060) 2010 Arablouei, Werner, Doğançay (bib0143) 2013 Zoubir, Koivunen, Chakhchoukh, Muma (bib0024) 2012; 29 Yu, Zhao, Wang, Lu (bib0087) 2019 Di Lorenzo, Barbarossa, Sayed (bib0041) 2013; 61 Modalavalasa, Sahoo, Sahoo (bib0074) 2021; 109 Panigrahi, Panda, Mulgrew (bib0094) 2014; 11 Li, Chambers, Lopes, Sayed (bib0032) 2009; 58 Zhao, Mili (bib0152) 2018; 33 Baraha, Gupta, Sahoo (bib0067) 2019 Zhu, Zhu, Champagne (bib0055) 2015; 111 Zhao, Chen, Principe (bib0108) 2011 Das, Narwaria (bib0129) 2017; 64 Bokareva, Hu, Kanhere, Ristic, Gordon, Bessell, Rutten, Jha (bib0006) 2006 Zhao, Tu, Sayed (bib0149) 2012; 60 Nikias, Shao (bib0047) 1995 Zou, Chan, Ng (bib0131) 2000; 47 Al-Sayed, Zoubir, Sayed (bib0095) 2016; 64 Huang, Li (bib0141) 2015; 63 Abadi, Saffari (bib0155) 2012 McKean (bib0062) 2004 Zoubir, Koivunen, Chakhchoukh, Muma (bib0058) 2012; 29 Li, Sayed (bib0011) 2012; 2012 Pei, Tseng (bib0119) 1994; 12 Yu, Zhao (bib0090) 2016; 52 Al-Sayed, Zoubir, Sayed (bib0097) 2017; 65 Ma, Duan, Man, Liang, Chen (bib0125) 2017; 5 Korki, Zayyani (bib0134) 2019; 164 Bazerque, Giannakis (bib0040) 2010; 58 Tu, Sayed (bib0038) 2012; 60 Hampel, Ronchetti, Rousseeuw, Stahel (bib0081) 2011; 196 Huber (bib0061) 2011 Haykin (bib0027) 2005 Georgiou, Tsakalides, Kyriakakis (bib0051) 1999; 1 Sowjanya, Sahoo, Kumar (bib0034) 2015 Shen, Li (bib0101) 2015; 63 Estrin, Girod, Pottie, Srivastava (bib0003) 2001; 4 Singh, Principe (bib0111) 2009 Ni, Chen, Chen (bib0120) 2016; 128 Modalavalasa, Sahoo, Sahoo (bib0075) 2020 Davenport, Boufounos, Wakin, Baraniuk (bib0079) 2010; 4 Huang, Li, Li, Yao (bib0085) 2018; 6 Sun, Lin, Ma, Li (bib0021) 2017; 38 Coakley, Hettmansperger (bib0065) 1993; 88 Guo, Li, Li (bib0114) 2019; 11 Gogineni, Chakraborty (bib0154) 2018 Sayed (bib0009) 2014; 7 Wen (bib0121) 2013; 49 Shi, He, Wu, Chen (bib0118) 2020; 8 Erdogmus, Principe (bib0103) 2002; 13 Chong, Kumar (bib0014) 2003; 91 Akyildiz, Su, Sankarasubramaniam, Cayirci (bib0004) 2002; 40 Yu, Zhao (bib0086) 2018; 144 Abdolee, Champagne, Sayed (bib0145) 2016; 15 Partridge (bib0010) 1982; 246 Blankenship, Kriztman, Rappaport (bib0056) 1997; 3 Li, Huang, Liu, Zhang (bib0078) 2018; 48 Petrus (bib0080) 1999; 47 Modalavalasa, Sahoo, Sahoo (bib0146) 2020; 14 He, Wang, Wang, Ren, Chen (bib0148) 2019; 66 Hsieh, Lin, Jeng (bib0066) 2008; 19 Zhao, Mili (bib0151) 2018; 12 Chen, Shi, Duan, Wang, Wu (bib0127) 2018; 142 Bershad (bib0093) 2009; 57 Li, Adali (bib0104) 2009 Li, Shen, Liu, Zhang (bib0105) 2013; 61 Bertrand, Moonen (bib0139) 2012; 60 Georgiou, Tsakalides, Kyriakakis (bib0048) 1999; 1 Ashkezari-Toussi, Sadoghi-Yazdi (bib0088) 2019; 158 Sayed (bib0015) 2014; 102 Chandola, Banerjee, Kumar (bib0045) 2009; 41 Principe (bib0102) 2010 Kumar, Sahoo, Acharya (bib0082) 2015 Sayin, Vanli, Kozat (bib0126) 2014; 62 Middleton (bib0057) 1999; 45 Principe, Xu, Fisher, Haykin (bib0100) 2000; 1 Bertrand, Moonen (bib0140) 2011; 59 Zimmermann, Dostert (bib0046) 2002; 44 Biswas, Phoha (bib0008) 2006; 55 Guo, Ma, Li (bib0115) 2020; 8 He, Wang, Wang, Ren, Chen (bib0147) 2018; 66 Sahoo, Panda, Mulgrew, Majhi (bib0069) 2012; 92 Steinhardt (bib0072) 1988; 5 Sahoo, Panda, Mulgrew, Majhi (bib0135) 2014; 96 Mahmoud, Khalid (bib0020) 2013; 7 Zoubir, Brcich (bib0059) 2002; 12 Liu, Pokharel, Príncipe (bib0110) 2007; 55 Cattivelli, Sayed (bib0012) 2010 Wei, Yuan, Ling (bib0077) 2012; 60 P.J. Huber, E.M. Ronchetti, Robust Statistics. 2009, Hoboken: John Wiley & Sons 2. Modalavalasa, Sahoo, Sahoo (bib0033) 2017 Kumar, Sahoo, Sahoo, Acharya (bib0070) 2016; 51 Culler, Estrin, Srivastava (bib0005) 2004; 37 Li, Wong, Hu, Sayeed (bib0001) 2002; 19 Schizas, Mateos, Giannakis (bib0035) 2009; 57 Cattivelli, Sayed (bib0013) 2011; 59 Raty (bib0007) 2010; 40 Bershad (bib0092) 1988; 36 Lu, Zhao, Wang, Yu (bib0122) 2018; 65 Liu, Li, Zhang (bib0037) 2012; 60 Tu, Sayed (bib0026) 2011; 5 Abdolee, Champagne (bib0144) 2016; 24 Hawkins (bib0043) 1980; 11 Mateos, Bazerque, Giannakis (bib0042) 2010; 58 V. Rothamsted, T. Lewis, V. Barnett, Outliers in statistical data, 1996. Predd, Kulkarni, Poor (bib0016) 2006; 23 Modalavalasa, Sahoo, Sahoo, Yadav (bib0099) 2020 Maronna, Martin, Yohai, Salibián-Barrera (bib0064) 2018 Ahn, Lee, Shin, Song (bib0133) 2017; 131 Apolinário, Apolinário, Rautmann (bib0073) 2009 Yu, He, Yang, Wang, de Lamare (bib0091) 2020; 68 Sayed (bib0028) 2014; 3 Lopes, Sayed (bib0031) 2007; 55 Zhou, Chan, Ho (bib0089) 2010; 58 Zoubir (10.1016/j.sigpro.2021.108150_bib0059) 2002; 12 Hampel (10.1016/j.sigpro.2021.108150_bib0081) 2011; 196 Li (10.1016/j.sigpro.2021.108150_bib0032) 2009; 58 Bazerque (10.1016/j.sigpro.2021.108150_bib0040) 2010; 58 Wen (10.1016/j.sigpro.2021.108150_bib0123) 2014; 50 Ma (10.1016/j.sigpro.2021.108150_bib0112) 2016; 58 Bokareva (10.1016/j.sigpro.2021.108150_bib0006) 2006 He (10.1016/j.sigpro.2021.108150_bib0017) 2020; 54 Bertrand (10.1016/j.sigpro.2021.108150_bib0140) 2011; 59 Zhao (10.1016/j.sigpro.2021.108150_bib0151) 2018; 12 Haykin (10.1016/j.sigpro.2021.108150_bib0027) 2005 He (10.1016/j.sigpro.2021.108150_bib0147) 2018; 66 Predd (10.1016/j.sigpro.2021.108150_bib0016) 2006; 23 Hawkins (10.1016/j.sigpro.2021.108150_bib0043) 1980; 11 Ma (10.1016/j.sigpro.2021.108150_bib0125) 2017; 5 Zhao (10.1016/j.sigpro.2021.108150_bib0149) 2012; 60 Blankenship (10.1016/j.sigpro.2021.108150_bib0056) 1997; 3 Gogineni (10.1016/j.sigpro.2021.108150_bib0154) 2018 Abdolee (10.1016/j.sigpro.2021.108150_bib0144) 2016; 24 Lopes (10.1016/j.sigpro.2021.108150_bib0031) 2007; 55 Zou (10.1016/j.sigpro.2021.108150_bib0132) 1999; 4 Liu (10.1016/j.sigpro.2021.108150_bib0110) 2007; 55 Modalavalasa (10.1016/j.sigpro.2021.108150_bib0146) 2020; 14 Chen (10.1016/j.sigpro.2021.108150_bib0109) 2014; 21 Sun (10.1016/j.sigpro.2021.108150_bib0021) 2017; 38 Coakley (10.1016/j.sigpro.2021.108150_bib0065) 1993; 88 Das (10.1016/j.sigpro.2021.108150_bib0129) 2017; 64 Hsieh (10.1016/j.sigpro.2021.108150_bib0066) 2008; 19 Cattivelli (10.1016/j.sigpro.2021.108150_bib0030) 2009; 58 10.1016/j.sigpro.2021.108150_bib0098 Middleton (10.1016/j.sigpro.2021.108150_bib0057) 1999; 45 Li (10.1016/j.sigpro.2021.108150_bib0083) 2018; 355 Li (10.1016/j.sigpro.2021.108150_bib0105) 2013; 61 Zhao (10.1016/j.sigpro.2021.108150_bib0152) 2018; 33 Zhao (10.1016/j.sigpro.2021.108150_bib0108) 2011 Gandhi (10.1016/j.sigpro.2021.108150_bib0150) 2010; 58 Li (10.1016/j.sigpro.2021.108150_bib0078) 2018; 48 Georgiou (10.1016/j.sigpro.2021.108150_bib0048) 1999; 1 McKean (10.1016/j.sigpro.2021.108150_bib0062) 2004 Zoubir (10.1016/j.sigpro.2021.108150_bib0024) 2012; 29 Carrillo (10.1016/j.sigpro.2021.108150_bib0128) 2011 Yu (10.1016/j.sigpro.2021.108150_bib0087) 2019 Tu (10.1016/j.sigpro.2021.108150_bib0026) 2011; 5 Cattivelli (10.1016/j.sigpro.2021.108150_bib0012) 2010 Chen (10.1016/j.sigpro.2021.108150_bib0116) 2015; 63 Abdolee (10.1016/j.sigpro.2021.108150_bib0039) 2014; 62 Kumar (10.1016/j.sigpro.2021.108150_bib0070) 2016; 51 Guo (10.1016/j.sigpro.2021.108150_bib0114) 2019; 11 Sahoo (10.1016/j.sigpro.2021.108150_bib0135) 2014; 96 Schizas (10.1016/j.sigpro.2021.108150_bib0035) 2009; 57 Yu (10.1016/j.sigpro.2021.108150_bib0086) 2018; 144 Modalavalasa (10.1016/j.sigpro.2021.108150_bib0074) 2021; 109 Wei (10.1016/j.sigpro.2021.108150_bib0077) 2012; 60 Modalavalasa (10.1016/j.sigpro.2021.108150_bib0099) 2020 Li (10.1016/j.sigpro.2021.108150_bib0104) 2009 Estrin (10.1016/j.sigpro.2021.108150_bib0003) 2001; 4 Rey Vega (10.1016/j.sigpro.2021.108150_bib0052) 2008; 56 Petrus (10.1016/j.sigpro.2021.108150_bib0080) 1999; 47 Abdolee (10.1016/j.sigpro.2021.108150_bib0145) 2016; 15 Cattivelli (10.1016/j.sigpro.2021.108150_bib0013) 2011; 59 Baraha (10.1016/j.sigpro.2021.108150_bib0067) 2019 Shen (10.1016/j.sigpro.2021.108150_bib0101) 2015; 63 Principe (10.1016/j.sigpro.2021.108150_bib0100) 2000; 1 Di Lorenzo (10.1016/j.sigpro.2021.108150_bib0076) 2013; 61 Sayin (10.1016/j.sigpro.2021.108150_bib0126) 2014; 62 Campbell (10.1016/j.sigpro.2021.108150_bib0019) 2016; 36 Mateos (10.1016/j.sigpro.2021.108150_bib0042) 2010; 58 Mahmoud (10.1016/j.sigpro.2021.108150_bib0020) 2013; 7 Davenport (10.1016/j.sigpro.2021.108150_bib0079) 2010; 4 Liu (10.1016/j.sigpro.2021.108150_bib0136) 2015; 63 Chen (10.1016/j.sigpro.2021.108150_bib0107) 2016; 64 Ahn (10.1016/j.sigpro.2021.108150_bib0133) 2017; 131 Liu (10.1016/j.sigpro.2021.108150_bib0037) 2012; 60 Principe (10.1016/j.sigpro.2021.108150_bib0102) 2010 Zhou (10.1016/j.sigpro.2021.108150_bib0089) 2010; 58 Chong (10.1016/j.sigpro.2021.108150_bib0014) 2003; 91 López-Valcarce (10.1016/j.sigpro.2021.108150_bib0142) 2014 Zhang (10.1016/j.sigpro.2021.108150_bib0002) 2010; 12 Sayed (10.1016/j.sigpro.2021.108150_bib0028) 2014; 3 Singh (10.1016/j.sigpro.2021.108150_bib0111) 2009 Huang (10.1016/j.sigpro.2021.108150_bib0085) 2018; 6 Arablouei (10.1016/j.sigpro.2021.108150_bib0143) 2013 Maronna (10.1016/j.sigpro.2021.108150_bib0064) 2018 Chouvardas (10.1016/j.sigpro.2021.108150_bib0084) 2011; 59 Ni (10.1016/j.sigpro.2021.108150_bib0120) 2016; 128 Yu (10.1016/j.sigpro.2021.108150_bib0090) 2016; 52 Li (10.1016/j.sigpro.2021.108150_bib0001) 2002; 19 Zimmermann (10.1016/j.sigpro.2021.108150_bib0046) 2002; 44 Chen (10.1016/j.sigpro.2021.108150_bib0127) 2018; 142 Modalavalasa (10.1016/j.sigpro.2021.108150_bib0033) 2017 Bouvet (10.1016/j.sigpro.2021.108150_bib0054) 1989; 37 Dang (10.1016/j.sigpro.2021.108150_bib0049) 2019; 66 Yu (10.1016/j.sigpro.2021.108150_bib0050) 2020; 28 Sayed (10.1016/j.sigpro.2021.108150_bib0022) 2013; 30 Abadi (10.1016/j.sigpro.2021.108150_bib0155) 2012 Al-Sayed (10.1016/j.sigpro.2021.108150_bib0097) 2017; 65 Erdogmus (10.1016/j.sigpro.2021.108150_bib0103) 2002; 13 Korki (10.1016/j.sigpro.2021.108150_bib0134) 2019; 164 Zou (10.1016/j.sigpro.2021.108150_bib0131) 2000; 47 Shi (10.1016/j.sigpro.2021.108150_bib0118) 2020; 8 Ashkezari-Toussi (10.1016/j.sigpro.2021.108150_bib0088) 2019; 158 Xu (10.1016/j.sigpro.2021.108150_bib0113) 2018; 20 Chitre (10.1016/j.sigpro.2021.108150_bib0053) 2006; 31 Modalavalasa (10.1016/j.sigpro.2021.108150_bib0075) 2020 Douglas (10.1016/j.sigpro.2021.108150_bib0096) 1994; 42 Bertrand (10.1016/j.sigpro.2021.108150_bib0138) 2011; 59 Apolinário (10.1016/j.sigpro.2021.108150_bib0073) 2009 Jia (10.1016/j.sigpro.2021.108150_bib0137) 2019; 160 Culler (10.1016/j.sigpro.2021.108150_bib0005) 2004; 37 Raty (10.1016/j.sigpro.2021.108150_bib0007) 2010; 40 Partridge (10.1016/j.sigpro.2021.108150_bib0010) 1982; 246 Sayed (10.1016/j.sigpro.2021.108150_bib0015) 2014; 102 Bershad (10.1016/j.sigpro.2021.108150_bib0093) 2009; 57 Lu (10.1016/j.sigpro.2021.108150_bib0122) 2018; 65 Wen (10.1016/j.sigpro.2021.108150_bib0121) 2013; 49 Abadi (10.1016/j.sigpro.2021.108150_bib0156) 2018; 5 Sayed (10.1016/j.sigpro.2021.108150_bib0025) 2003 Sahoo (10.1016/j.sigpro.2021.108150_bib0069) 2012; 92 Biswas (10.1016/j.sigpro.2021.108150_bib0008) 2006; 55 Guo (10.1016/j.sigpro.2021.108150_bib0115) 2020; 8 Huber (10.1016/j.sigpro.2021.108150_bib0061) 2011 Zhu (10.1016/j.sigpro.2021.108150_bib0124) 2011; 7 Hettmansperger (10.1016/j.sigpro.2021.108150_bib0060) 2010 Kumar (10.1016/j.sigpro.2021.108150_bib0071) 2016; 10 Chandola (10.1016/j.sigpro.2021.108150_bib0045) 2009; 41 Steinhardt (10.1016/j.sigpro.2021.108150_bib0072) 1988; 5 Chong (10.1016/j.sigpro.2021.108150_bib0018) 2018 Tu (10.1016/j.sigpro.2021.108150_bib0038) 2012; 60 Modalavalsa (10.1016/j.sigpro.2021.108150_bib0029) 2019; 5 Li (10.1016/j.sigpro.2021.108150_bib0011) 2012; 2012 Zoubir (10.1016/j.sigpro.2021.108150_bib0058) 2012; 29 Yu (10.1016/j.sigpro.2021.108150_bib0091) 2020; 68 Huang (10.1016/j.sigpro.2021.108150_bib0141) 2015; 63 Rousseeuw (10.1016/j.sigpro.2021.108150_bib0063) 1987; 1 Di Lorenzo (10.1016/j.sigpro.2021.108150_bib0041) 2013; 61 10.1016/j.sigpro.2021.108150_bib0044 Zhu (10.1016/j.sigpro.2021.108150_bib0055) 2015; 111 Georgiou (10.1016/j.sigpro.2021.108150_bib0051) 1999; 1 Nikias (10.1016/j.sigpro.2021.108150_bib0047) 1995 Sahoo (10.1016/j.sigpro.2021.108150_bib0068) 2014; 101 Akyildiz (10.1016/j.sigpro.2021.108150_bib0004) 2002; 40 Sayed (10.1016/j.sigpro.2021.108150_bib0009) 2014; 7 Wilson (10.1016/j.sigpro.2021.108150_bib0130) 2020; 96 Chen (10.1016/j.sigpro.2021.108150_bib0117) 2018; 81 Bershad (10.1016/j.sigpro.2021.108150_bib0092) 1988; 36 Al-Sayed (10.1016/j.sigpro.2021.108150_bib0095) 2016; 64 He (10.1016/j.sigpro.2021.108150_bib0148) 2019; 66 Hodge (10.1016/j.sigpro.2021.108150_bib0023) 2004; 22 Cattivelli (10.1016/j.sigpro.2021.108150_bib0036) 2008; 56 Kumar (10.1016/j.sigpro.2021.108150_bib0082) 2015 Bertrand (10.1016/j.sigpro.2021.108150_bib0139) 2012; 60 Liu (10.1016/j.sigpro.2021.108150_bib0106) 2007; 55 Pei (10.1016/j.sigpro.2021.108150_bib0119) 1994; 12 Sowjanya (10.1016/j.sigpro.2021.108150_bib0034) 2015 Li (10.1016/j.sigpro.2021.108150_bib0153) 2010; 58 Panigrahi (10.1016/j.sigpro.2021.108150_bib0094) 2014; 11 |
| References_xml | – volume: 29 start-page: 61 year: 2012 end-page: 80 ident: bib0024 article-title: Robust estimation in signal processing: atutorial-style treatment of fundamental concepts publication-title: IEEE Signal Process. Mag. – volume: 58 start-page: 1035 year: 2009 end-page: 1048 ident: bib0030 article-title: Diffusion lms strategies for distributed estimation publication-title: IEEE Trans. Signal Process. – start-page: 7580 year: 2014 end-page: 7584 ident: bib0142 article-title: Distributed total least squares estimation over networks publication-title: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) – volume: 7 start-page: 483 year: 2013 end-page: 501 ident: bib0020 article-title: Distributed kalman filtering: a bibliographic review publication-title: IET Control Theory Applic. – volume: 1 start-page: 291 year: 1999 end-page: 301 ident: bib0048 article-title: Alpha-stable modeling of noise and robust time-delay estimation in the presence of impulsive noise publication-title: IEEE Trans. Multim. – volume: 56 start-page: 1878 year: 2008 end-page: 1893 ident: bib0052 article-title: A new robust variable step-size nlms algorithm publication-title: IEEE Trans. Signal Process. – volume: 63 start-page: 2733 year: 2015 end-page: 2748 ident: bib0116 article-title: Diffusion lms over multitask networks publication-title: IEEE Trans. Signal Process. – volume: 55 start-page: 4064 year: 2007 end-page: 4077 ident: bib0031 article-title: Incremental adaptive strategies over distributed networks publication-title: IEEE Trans. Signal Process. – volume: 4 start-page: 1765 year: 1999 end-page: 1768vol.4 ident: bib0132 article-title: A robust m-estimate adaptive filter for impulse noise suppression publication-title: 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258) – start-page: 102767 year: 2020 ident: bib0075 article-title: Robust non-parametric sparse distributed regression over wireless networks publication-title: Digit. Signal Process. – year: 2009 ident: bib0073 article-title: QRD-RLS Adaptive Filtering – volume: 12 start-page: 578 year: 2018 end-page: 592 ident: bib0151 article-title: A robust generalized-maximum likelihood unscented kalman filter for power system dynamic state estimation publication-title: IEEE J. Select. Top. Signal Process. – start-page: 2012 year: 2011 end-page: 2017 ident: bib0108 article-title: Kernel adaptive filtering with maximum correntropy criterion publication-title: The 2011 International Joint Conference on Neural Networks – volume: 81 start-page: 16 year: 2018 end-page: 25 ident: bib0117 article-title: Diffusion generalized maximum correntropy criterion algorithm for distributed estimation over multitask network publication-title: Digit. Signal Process. – volume: 62 start-page: 4411 year: 2014 end-page: 4424 ident: bib0126 article-title: A novel family of adaptive filtering algorithms based on the logarithmic cost publication-title: IEEE Trans. Signal Process. – volume: 4 start-page: 2033 year: 2001 end-page: 2036 ident: bib0003 article-title: Instrumenting the world with wireless sensor networks publication-title: 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No. 01CH37221) – volume: 37 start-page: 621 year: 1989 end-page: 626 ident: bib0054 article-title: Comparison of adaptive and robust receivers for signal detection in ambient underwater noise publication-title: IEEE Trans. Acoust. Speech Signal Process. – volume: 92 start-page: 2657 year: 2012 end-page: 2667 ident: bib0069 article-title: Qr-based incremental minimum-wilcoxon-norm strategies for distributed wireless sensor networks publication-title: Signal Process. – volume: 246 start-page: 114 year: 1982 end-page: 123 ident: bib0010 article-title: The structure and function of fish schools publication-title: Sci. Am. – volume: 144 start-page: 1 year: 2018 end-page: 6 ident: bib0086 article-title: Robust incremental normalized least mean square algorithm with variable step sizes over distributed networks publication-title: Signal Process. – volume: 102 start-page: 460 year: 2014 end-page: 497 ident: bib0015 article-title: Adaptive networks publication-title: Proceed. IEEE – volume: 15 start-page: 1362 year: 2016 end-page: 1376 ident: bib0145 article-title: Diffusion adaptation over multi-agent networks with wireless link impairments publication-title: IEEE Trans. Mob. Comput. – volume: 58 start-page: 151 year: 2009 end-page: 164 ident: bib0032 article-title: Distributed estimation over an adaptive incremental network based on the affine projection algorithm publication-title: IEEE Trans. Signal Process. – year: 2011 ident: bib0061 article-title: Robust Statistics – volume: 56 start-page: 1865 year: 2008 end-page: 1877 ident: bib0036 article-title: Diffusion recursive least-squares for distributed estimation over adaptive networks publication-title: IEEE Trans. Signal Process. – volume: 196 year: 2011 ident: bib0081 article-title: Robust statistics: the approach based on influence functions – volume: 30 start-page: 155 year: 2013 end-page: 171 ident: bib0022 article-title: Diffusion strategies for adaptation and learning over networks: an examination of distributed strategies and network behavior publication-title: IEEE Signal Process. Mag. – volume: 3 start-page: 1942 year: 1997 end-page: 1946 ident: bib0056 article-title: Measurements and simulation of radio frequency impulsive noise in hospitals and clinics publication-title: IEEE 47th Vehicular Technology Conference – volume: 5 start-page: 4 year: 1988 end-page: 12 ident: bib0072 article-title: Householder transforms in signal processing publication-title: IEEE ASSP Mag. – volume: 59 start-page: 4692 year: 2011 end-page: 4707 ident: bib0084 article-title: Adaptive robust distributed learning in diffusion sensor networks publication-title: IEEE Trans. Signal Process. – volume: 55 start-page: 5286 year: 2007 end-page: 5298 ident: bib0110 article-title: Correntropy: Properties and applications in non-gaussian signal processing publication-title: IEEE Trans. Signal Process. – volume: 19 start-page: 17 year: 2002 end-page: 29 ident: bib0001 article-title: Detection, classification, and tracking of targets publication-title: IEEE Signal Process. Mag. – volume: 36 start-page: 83 year: 2016 end-page: 109 ident: bib0019 article-title: Distributed data fusion: Neighbors, rumors, and the art of collective knowledge publication-title: IEEE Control Syst. Mag. – volume: 60 start-page: 4321 year: 2012 end-page: 4333 ident: bib0139 article-title: Low-complexity distributed total least squares estimation in ad hoc sensor networks publication-title: IEEE Trans. Signal Process. – volume: 61 start-page: 4011 year: 2013 end-page: 4024 ident: bib0105 article-title: Diffusion information theoretic learning for distributed estimation over network publication-title: IEEE Trans. Signal Process. – volume: 59 start-page: 2038 year: 2011 end-page: 2051 ident: bib0013 article-title: Modeling bird flight formations using diffusion adaptation publication-title: IEEE Trans. Signal Process. – volume: 58 start-page: 10 year: 2016 end-page: 19 ident: bib0112 article-title: Diffusion maximum correntropy criterion algorithms for robust distributed estimation publication-title: Digit. Signal Process. – volume: 14 start-page: 683 year: 2020 end-page: 692 ident: bib0146 article-title: Sparse distributed learning based on diffusion minimum generalised rank norm publication-title: IET Signal Process. – year: 2010 ident: bib0102 article-title: Information Theoretic Learning: Renyi’s Entropy and Kernel Perspectives – volume: 54 start-page: 21 year: 2020 end-page: 43 ident: bib0017 article-title: Distributed estimation over a low-cost sensor network: A review of state-of-the-art publication-title: Inform. Fusion – volume: 63 start-page: 5071 year: 2015 end-page: 5082 ident: bib0136 article-title: Censored regression with noisy input publication-title: IEEE Trans. Signal Process. – volume: 111 start-page: 94 year: 2015 end-page: 105 ident: bib0055 article-title: Spectrum sensing based on fractional lower order moments for cognitive radios in publication-title: Signal Process. – volume: 47 start-page: 1564 year: 2000 end-page: 1569 ident: bib0131 article-title: Least mean m-estimate algorithms for robust adaptive filtering in impulse noise publication-title: IEEE Trans. Circuit. Syst. II – volume: 59 start-page: 2320 year: 2011 end-page: 2330 ident: bib0140 article-title: Consensus-based distributed total least squares estimation in ad hoc wireless sensor networks publication-title: IEEE Trans. Signal Process. – volume: 13 start-page: 1035 year: 2002 end-page: 1044 ident: bib0103 article-title: Generalized information potential criterion for adaptive system training publication-title: IEEE Trans. Neur. Netw. – start-page: 2950 year: 2009 end-page: 2955 ident: bib0111 article-title: Using correntropy as a cost function in linear adaptive filters publication-title: 2009 International Joint Conference on Neural Networks – start-page: 607 year: 2012 end-page: 611 ident: bib0155 article-title: Distributed estimation over an adaptive diffusion network based on the family of affine projection algorithms publication-title: 6th International Symposium on Telecommunications (IST) – volume: 52 start-page: 1270 year: 2016 end-page: 1272 ident: bib0090 article-title: Incremental m-estimate-based least-mean algorithm over distributed network publication-title: Electron. Lett. – volume: 1 start-page: 291 year: 1999 end-page: 301 ident: bib0051 article-title: Alpha-stable modeling of noise and robust time-delay estimation in the presence of impulsive noise publication-title: IEEE Trans. Multim. – volume: 57 start-page: 2365 year: 2009 end-page: 2382 ident: bib0035 article-title: Distributed lms for consensus-based in-network adaptive processing publication-title: IEEE Trans. Signal Process. – volume: 1 year: 1987 ident: bib0063 article-title: Robust Regression and Outlier Detection – volume: 36 start-page: 440 year: 1988 end-page: 452 ident: bib0092 article-title: On error-saturation nonlinearities in lms adaptation publication-title: IEEE Trans. Acoust. Speech Signal Process. – volume: 8 start-page: 33574 year: 2020 end-page: 33587 ident: bib0115 article-title: A kernel-width adaption diffusion maximum correntropy algorithm publication-title: IEEE Access – volume: 50 start-page: 374 year: 2014 end-page: 376 ident: bib0123 article-title: Diffusion lmp algorithm with adaptive variable power publication-title: Electron. Lett. – volume: 23 start-page: 56 year: 2006 end-page: 69 ident: bib0016 article-title: Distributed learning in wireless sensor networks publication-title: IEEE Signal Process. Mag. – volume: 91 start-page: 1247 year: 2003 end-page: 1256 ident: bib0014 article-title: Sensor networks: evolution, opportunities, and challenges publication-title: Proceed. IEEE – volume: 29 start-page: 61 year: 2012 end-page: 80 ident: bib0058 article-title: Robust estimation in signal processing: A tutorial-style treatment of fundamental concepts publication-title: IEEE Signal Process. Mag. – volume: 22 start-page: 85 year: 2004 end-page: 126 ident: bib0023 article-title: A survey of outlier detection methodologies publication-title: Artif. Intell. Rev. – volume: 61 start-page: 3183 year: 2013 end-page: 3197 ident: bib0041 article-title: Bio-inspired decentralized radio access based on swarming mechanisms over adaptive networks publication-title: IEEE Trans. Signal Process. – volume: 41 start-page: 1 year: 2009 end-page: 58 ident: bib0045 article-title: Anomaly detection: A survey publication-title: ACM Comput. Surv. (CSUR) – volume: 66 start-page: 307 year: 2018 end-page: 311 ident: bib0147 article-title: Maximum total correntropy diffusion adaptation over networks with noisy links publication-title: IEEE Trans. Circuit. Systems II – volume: 65 start-page: 3909 year: 2017 end-page: 3921 ident: bib0097 article-title: Robust distributed estimation by networked agents publication-title: IEEE Trans. Signal Process. – volume: 48 start-page: 151 year: 2018 end-page: 164 ident: bib0078 article-title: Distributed jointly sparse multitask learning over networks publication-title: IEEE Trans. Cybern. – volume: 101 start-page: 218 year: 2014 end-page: 228 ident: bib0068 article-title: Development of robust distributed learning strategies for wireless sensor networks using rank based norms publication-title: Signal Process. – start-page: 1 year: 2009 end-page: 6 ident: bib0104 article-title: A novel entropy estimator and its application to ica publication-title: 2009 IEEE International Workshop on Machine Learning for Signal Processing – volume: 7 start-page: 1725 year: 2011 end-page: 1738 ident: bib0124 article-title: Adaptive filtering with adaptive p power error criterion publication-title: Int. J. Innov. Comput. Inf. Control – volume: 61 start-page: 1419 year: 2013 end-page: 1433 ident: bib0076 article-title: Sparse distributed learning based on diffusion adaptation publication-title: IEEE Trans. Signal Process. – start-page: 3664 year: 2011 end-page: 3667 ident: bib0128 article-title: Lorentzian based iterative hard thresholding for compressed sensing publication-title: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) – volume: 47 start-page: 1129 year: 1999 end-page: 1133 ident: bib0080 article-title: Robust huber adaptive filter publication-title: IEEE Trans. Signal Process. – volume: 62 start-page: 403 year: 2014 end-page: 418 ident: bib0039 article-title: Estimation of space-time varying parameters using a diffusion lms algorithm publication-title: IEEE Trans. Signal Process. – volume: 49 start-page: 1355 year: 2013 end-page: 1356 ident: bib0121 article-title: Diffusion least-mean p-power algorithms for distributed estimation in alpha-stable noise environments publication-title: Electron. Lett. – volume: 60 start-page: 6217 year: 2012 end-page: 6234 ident: bib0038 article-title: Diffusion strategies outperform consensus strategies for distributed estimation over adaptive networks publication-title: IEEE Trans. Signal Process. – start-page: 201 year: 2018 end-page: 206 ident: bib0154 article-title: Diffusion affine projection algorithm for multitask networks publication-title: 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) – volume: 3 start-page: 323 year: 2014 end-page: 453 ident: bib0028 article-title: Diffusion adaptation over networks publication-title: Academic Press Library in Signal Processing – volume: 68 start-page: 2199 year: 2020 end-page: 2214 ident: bib0091 article-title: Diffusion normalized least mean m-estimate algorithms: Design and performance analysis publication-title: IEEE Trans. Signal Process. – volume: 64 start-page: 1529 year: 2017 end-page: 1539 ident: bib0129 article-title: Lorentzian based adaptive filters for impulsive noise environments publication-title: IEEE Trans. Circuit. Syst. I: Regular Papers – volume: 12 start-page: 159 year: 2010 end-page: 170 ident: bib0002 article-title: Outlier detection techniques for wireless sensor networks : a survey publication-title: IEEE Commun. Surv. Tutor. – volume: 142 start-page: 423 year: 2018 end-page: 430 ident: bib0127 article-title: Diffusion least logarithmic absolute difference algorithm for distributed estimation publication-title: Signal Process. – start-page: 1 year: 2006 end-page: 8 ident: bib0006 article-title: Wireless sensor networks for battlefield surveillance publication-title: Proceedings of the Land Warfare Conference – volume: 96 start-page: 300 year: 2014 end-page: 309 ident: bib0135 article-title: Robust incremental adaptive strategies for distributed networks to handle outliers in both input and desired data publication-title: Signal Process. – start-page: 562 year: 2004 end-page: 570 ident: bib0062 article-title: Robust analysis of linear models publication-title: Stat. Sci. – volume: 55 start-page: 5286 year: 2007 end-page: 5298 ident: bib0106 article-title: Correntropy: Properties and applications in non-gaussian signal processing publication-title: IEEE Trans. Signal Process. – volume: 55 start-page: 1033 year: 2006 end-page: 1047 ident: bib0008 article-title: Self-organizing sensor networks for integrated target surveillance publication-title: IEEE Trans. Comput. – start-page: 1 year: 2017 end-page: 4 ident: bib0033 article-title: Incremental modified leaky lms publication-title: 2017 14th IEEE India Council International Conference (INDICON) – volume: 28 start-page: 225 year: 2020 end-page: 239 ident: bib0050 article-title: M-estimate based normalized subband adaptive filter algorithm: Performance analysis and improvements publication-title: IEEE/ACM Trans. Audio, Speech, Lang. Process. – volume: 7 start-page: 311 year: 2014 end-page: 801 ident: bib0009 article-title: Adaptation, learning, and optimization over networks publication-title: Found, Trend.® Mach. Learn. – volume: 10 start-page: 439 year: 2016 end-page: 448 ident: bib0071 article-title: Qr-based robust diffusion strategies for wireless sensor networks using minimum-wilcoxon-norm publication-title: IET Signal Process. – start-page: 1 year: 2019 end-page: 29 ident: bib0087 article-title: Robust diffusion huber-based normalized least mean square algorithm with adjustable thresholds publication-title: Circuit. Syst. Signal Process. – reference: P.J. Huber, E.M. Ronchetti, Robust Statistics. 2009, Hoboken: John Wiley & Sons 2. – volume: 33 start-page: 1104 year: 2018 end-page: 1106 ident: bib0152 article-title: Sparse state recovery versus generalized maximum-likelihood estimator of a power system publication-title: IEEE Trans. Power Syst. – volume: 58 start-page: 151 year: 2010 end-page: 164 ident: bib0153 article-title: Distributed estimation over an adaptive incremental network based on the affine projection algorithm publication-title: IEEE Trans. Signal Process. – year: 1995 ident: bib0047 article-title: Signal Processing with Alpha-Stable Distributions and Applications – volume: 12 start-page: 262 year: 2002 end-page: 273 ident: bib0059 article-title: Multiuser detection in heavy tailed noise publication-title: Digi. Signal Process. – volume: 6 start-page: 47511 year: 2018 end-page: 47520 ident: bib0085 article-title: Diffusion robust variable step-size lms algorithm over distributed networks publication-title: IEEE Access – volume: 96 start-page: 102589 year: 2020 ident: bib0130 article-title: Robust distributed lorentzian adaptive filter with diffusion strategy in impulsive noise environment publication-title: Digit. Signal Process. – volume: 40 start-page: 102 year: 2002 end-page: 114 ident: bib0004 article-title: A survey on sensor networks publication-title: IEEE Commun. Mag. – volume: 160 start-page: 21 year: 2019 end-page: 31 ident: bib0137 article-title: Distributed diffusion bias-compensated lms for node-specific networks publication-title: Signal Process. – year: 2018 ident: bib0064 article-title: Robust Statistics: Theory and Methods (with R) – volume: 65 start-page: 2047 year: 2018 end-page: 2051 ident: bib0122 article-title: Performance analysis of the robust diffusion normalized least mean publication-title: IEEE Trans. Circuit. System. II – volume: 66 start-page: 4265 year: 2019 end-page: 4277 ident: bib0049 article-title: Kernel kalman filtering with conditional embedding and maximum correntropy criterion publication-title: IEEE Trans. Circuit. Systems I – volume: 64 start-page: 3376 year: 2016 end-page: 3387 ident: bib0107 article-title: Generalized correntropy for robust adaptive filtering publication-title: IEEE Trans. Signal Process. – volume: 109 start-page: 102918 year: 2021 ident: bib0074 article-title: Diffusion minimum wilcoxon affine projection algorithm over distributed networks publication-title: Digit. Signal Process. – volume: 58 start-page: 4455 year: 2010 end-page: 4470 ident: bib0089 article-title: New sequential partial-update least mean m-estimate algorithms for robust adaptive system identification in impulsive noise publication-title: IEEE Trans. Ind. Electron. – volume: 20 start-page: 246 year: 2018 ident: bib0113 article-title: Diffusion maximum correntropy criterion based robust spectrum sensing in non-gaussian noise environments publication-title: Entropy – start-page: 319 year: 2019 end-page: 323 ident: bib0067 article-title: Convex combination of two adaptive filters with normalized median wilcoxon approach publication-title: 2019 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) – volume: 44 start-page: 249 year: 2002 end-page: 258 ident: bib0046 article-title: Analysis and modeling of impulsive noise in broad-band powerline communications publication-title: IEEE Trans. Electromag. Compat. – volume: 4 start-page: 445 year: 2010 end-page: 460 ident: bib0079 article-title: Signal processing with compressive measurements. publication-title: J. Sel. Topics Signal Processing – volume: 5 start-page: 234 year: 2018 end-page: 247 ident: bib0156 article-title: Distributed estimation over an adaptive diffusion network based on the family of affine projection algorithms publication-title: IEEE Trans. Signal Inform. Process. over Netw. – volume: 11 start-page: 1 year: 2014 end-page: 20 ident: bib0094 article-title: Error saturation nonlinearities for robust incremental lms over wireless sensor networks publication-title: ACM Trans. Sensor Netw. (TOSN) – volume: 58 start-page: 1847 year: 2010 end-page: 1862 ident: bib0040 article-title: Distributed spectrum sensing for cognitive radio networks by exploiting sparsity publication-title: IEEE Trans. Signal Process. – volume: 128 start-page: 142 year: 2016 end-page: 149 ident: bib0120 article-title: Diffusion sign-error lms algorithm: formulation and stochastic behavior analysis publication-title: Signal Process. – year: 2005 ident: bib0027 article-title: Adaptive Filter Theory – volume: 42 start-page: 1335 year: 1994 end-page: 1351 ident: bib0096 article-title: Stochastic gradient adaptation under general error criteria publication-title: IEEE Trans. Signal Process. – volume: 5 start-page: 669 year: 2019 end-page: 683 ident: bib0029 article-title: Diffusion minimum generalized rank norm over distributed adaptive networks: Formulation and performance analysis publication-title: IEEE Trans. Signal Inform. Process. Netw. – reference: V. Rothamsted, T. Lewis, V. Barnett, Outliers in statistical data, 1996. – volume: 2012 start-page: 18 year: 2012 ident: bib0011 article-title: Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing publication-title: EURASIP J. Adv. Signal Process. – volume: 164 start-page: 225 year: 2019 end-page: 233 ident: bib0134 article-title: Weighted diffusion continuous mixed p-norm algorithm for distributed estimation in non-uniform noise environment publication-title: Signal Process. – volume: 8 start-page: 12402 year: 2020 end-page: 12412 ident: bib0118 article-title: Distributed adaptive clustering based on maximum correntropy criterion over dynamic multi-task networks publication-title: IEEE Access – volume: 38 start-page: 122 year: 2017 end-page: 134 ident: bib0021 article-title: Multi-sensor distributed fusion estimation with applications in networked systems: a review paper publication-title: Inform. Fusion – volume: 158 start-page: 201 year: 2019 end-page: 209 ident: bib0088 article-title: Robust diffusion lms over adaptive networks publication-title: Signal Process. – volume: 12 start-page: 1540 year: 1994 end-page: 1547 ident: bib0119 article-title: Least mean p-power error criterion for adaptive fir filter publication-title: IEEE J. Select. Ar. Commun. – start-page: 5308 year: 2013 end-page: 5312 ident: bib0143 article-title: Diffusion-based distributed adaptive estimation utilizing gradient-descent total least-squares publication-title: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing – volume: 24 start-page: 3 year: 2016 end-page: 14 ident: bib0144 article-title: Diffusion lms strategies in sensor networks with noisy input data publication-title: IEEE/ACM Trans. Netw. – volume: 5 start-page: 649 year: 2011 end-page: 664 ident: bib0026 article-title: Mobile adaptive networks publication-title: IEEE J. Select. Top. Signal Process. – volume: 45 start-page: 1129 year: 1999 end-page: 1149 ident: bib0057 article-title: Non-gaussian noise models in signal processing for telecommunications: new methods an results for class a and class b noise models publication-title: IEEE Trans. Inform. Theory – volume: 21 start-page: 880 year: 2014 end-page: 884 ident: bib0109 article-title: Steady-state mean-square error analysis for adaptive filtering under the maximum correntropy criterion publication-title: IEEE Signal Process. Lett. – volume: 63 start-page: 2986 year: 2015 end-page: 2998 ident: bib0141 article-title: Distributed sparse total least-squares over networks publication-title: IEEE Trans. Signal Process. – volume: 60 start-page: 4480 year: 2012 end-page: 4485 ident: bib0037 article-title: Diffusion sparse least-mean squares over networks publication-title: IEEE Trans. Signal Process. – volume: 88 start-page: 872 year: 1993 end-page: 880 ident: bib0065 article-title: A bounded influence, high breakdown, efficient regression estimator publication-title: J. Am. Stat. Assoc. – volume: 51 start-page: 156 year: 2016 end-page: 169 ident: bib0070 article-title: Diffusion minimum-wilcoxon-norm over distributed adaptive networks: Formulation and performance analysis publication-title: Digit. Signal Process. – start-page: 598 year: 2020 end-page: 601 ident: bib0099 article-title: Sparse robust distributed estimation by diffusion adaptation publication-title: 2020 International Conference on COMmunication Systems NETworkS (COMSNETS) – year: 2010 ident: bib0012 article-title: Bacterial motility via diffusion adaptation publication-title: Proc. 44th Asilomar Conference on Signals, Systems and Computers – volume: 58 start-page: 2509 year: 2010 end-page: 2520 ident: bib0150 article-title: Robust kalman filter based on a generalized maximum-likelihood-type estimator publication-title: IEEE Trans. Signal Process. – volume: 355 start-page: 3812 year: 2018 end-page: 3825 ident: bib0083 article-title: Diffusion normalized huber adaptive filtering algorithm publication-title: J. Frankl. Inst. – volume: 59 start-page: 5212 year: 2011 end-page: 5224 ident: bib0138 article-title: Diffusion bias-compensated rls estimation over adaptive networks publication-title: IEEE Trans. Signal Process. – volume: 19 start-page: 201 year: 2008 end-page: 211 ident: bib0066 article-title: Preliminary study on wilcoxon learning machines publication-title: IEEE Trans. Neur. Netw. – year: 2003 ident: bib0025 article-title: Fundamentals of Adaptive Filtering – start-page: 1 year: 2018 end-page: 8 ident: bib0018 article-title: A review of forty years of distributed estimation publication-title: Proc. 21st International Conference on Information Fusion (FUSION) – start-page: 1753 year: 2015 end-page: 1757 ident: bib0034 article-title: Distributed incremental leaky lms publication-title: 2015 International Conference on Communications and Signal Processing (ICCSP) – volume: 63 start-page: 4079 year: 2015 end-page: 4090 ident: bib0101 article-title: Minimum total error entropy method for parameter estimation publication-title: IEEE Trans. Signal Process. – start-page: 1 year: 2015 end-page: 4 ident: bib0082 article-title: Robust estimation in distributed wireless sensor network publication-title: 2015 Annual IEEE India Conference (INDICON) – volume: 40 start-page: 493 year: 2010 end-page: 515 ident: bib0007 article-title: Survey on contemporary remote surveillance systems for public safety publication-title: IEEE Trans. Syst. Man Cybern. Part C (Applic. Rev.) – volume: 31 start-page: 497 year: 2006 end-page: 503 ident: bib0053 article-title: Optimal and near-optimal signal detection in snapping shrimp dominated ambient noise publication-title: IEEE J. Ocean. Eng. – volume: 37 start-page: 41 year: 2004 end-page: 49 ident: bib0005 article-title: Overview of sensor networks publication-title: Computer – volume: 11 year: 1980 ident: bib0043 article-title: Identification of Outliers – volume: 11 start-page: 1335 year: 2019 ident: bib0114 article-title: Diffusion correntropy subband adaptive filtering (saf) algorithm over distributed smart dust networks publication-title: Symmetry – volume: 60 start-page: 6382 year: 2012 end-page: 6394 ident: bib0077 article-title: Doa estimation using a greedy block coordinate descent algorithm publication-title: IEEE Trans. Signal Process. – volume: 66 start-page: 307 year: 2019 end-page: 311 ident: bib0148 article-title: Maximum total correntropy diffusion adaptation over networks with noisy links publication-title: IEEE Trans. Circuit. Syst. II – year: 2010 ident: bib0060 article-title: Robust Nonparametric Statistical Methods – volume: 5 start-page: 1090 year: 2017 end-page: 1102 ident: bib0125 article-title: General mixed-norm-based diffusion adaptive filtering algorithm for distributed estimation over network publication-title: IEEE Access – volume: 64 start-page: 2851 year: 2016 end-page: 2865 ident: bib0095 article-title: Robust adaptation in impulsive noise publication-title: IEEE Trans. Signal Process. – volume: 58 start-page: 5262 year: 2010 end-page: 5276 ident: bib0042 article-title: Distributed sparse linear regression publication-title: IEEE Trans. Signal Process. – volume: 1 start-page: 265 year: 2000 end-page: 319 ident: bib0100 article-title: Information theoretic learning publication-title: Unsuperv. Adapt. Filter. – volume: 57 start-page: 4105 year: 2009 end-page: 4111 ident: bib0093 article-title: On error-saturation nonlinearities in nlms adaptation publication-title: IEEE Trans. Signal Process. – volume: 131 start-page: 300 year: 2017 end-page: 306 ident: bib0133 article-title: A new robust variable weighting coefficients diffusion lms algorithm publication-title: Signal Process. – volume: 60 start-page: 3460 year: 2012 end-page: 3475 ident: bib0149 article-title: Diffusion adaptation over networks under imperfect information exchange and non-stationary data publication-title: IEEE Trans. Signal Process. – start-page: 598 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0099 article-title: Sparse robust distributed estimation by diffusion adaptation – volume: 11 start-page: 1335 issue: 11 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0114 article-title: Diffusion correntropy subband adaptive filtering (saf) algorithm over distributed smart dust networks publication-title: Symmetry doi: 10.3390/sym11111335 – volume: 101 start-page: 218 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0068 article-title: Development of robust distributed learning strategies for wireless sensor networks using rank based norms publication-title: Signal Process. doi: 10.1016/j.sigpro.2014.02.008 – volume: 56 start-page: 1865 issue: 5 year: 2008 ident: 10.1016/j.sigpro.2021.108150_bib0036 article-title: Diffusion recursive least-squares for distributed estimation over adaptive networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2007.913164 – volume: 19 start-page: 201 issue: 2 year: 2008 ident: 10.1016/j.sigpro.2021.108150_bib0066 article-title: Preliminary study on wilcoxon learning machines publication-title: IEEE Trans. Neur. Netw. doi: 10.1109/TNN.2007.904035 – year: 2005 ident: 10.1016/j.sigpro.2021.108150_bib0027 – volume: 4 start-page: 445 issue: 2 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0079 article-title: Signal processing with compressive measurements. publication-title: J. Sel. Topics Signal Processing doi: 10.1109/JSTSP.2009.2039178 – volume: 61 start-page: 4011 issue: 16 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0105 article-title: Diffusion information theoretic learning for distributed estimation over network publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2013.2265221 – volume: 59 start-page: 2038 issue: 5 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0013 article-title: Modeling bird flight formations using diffusion adaptation publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2011.2107907 – volume: 10 start-page: 439 issue: 5 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0071 article-title: Qr-based robust diffusion strategies for wireless sensor networks using minimum-wilcoxon-norm publication-title: IET Signal Process. doi: 10.1049/iet-spr.2015.0386 – start-page: 607 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0155 article-title: Distributed estimation over an adaptive diffusion network based on the family of affine projection algorithms – volume: 29 start-page: 61 issue: 4 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0024 article-title: Robust estimation in signal processing: atutorial-style treatment of fundamental concepts publication-title: IEEE Signal Process. Mag. doi: 10.1109/MSP.2012.2183773 – volume: 131 start-page: 300 year: 2017 ident: 10.1016/j.sigpro.2021.108150_bib0133 article-title: A new robust variable weighting coefficients diffusion lms algorithm publication-title: Signal Process. doi: 10.1016/j.sigpro.2016.08.023 – volume: 7 start-page: 311 issue: 4-5 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0009 article-title: Adaptation, learning, and optimization over networks publication-title: Found, Trend.® Mach. Learn. doi: 10.1561/2200000051 – volume: 60 start-page: 6217 issue: 12 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0038 article-title: Diffusion strategies outperform consensus strategies for distributed estimation over adaptive networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2217338 – volume: 66 start-page: 4265 issue: 11 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0049 article-title: Kernel kalman filtering with conditional embedding and maximum correntropy criterion publication-title: IEEE Trans. Circuit. Systems I – volume: 40 start-page: 493 issue: 5 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0007 article-title: Survey on contemporary remote surveillance systems for public safety publication-title: IEEE Trans. Syst. Man Cybern. Part C (Applic. Rev.) doi: 10.1109/TSMCC.2010.2042446 – volume: 58 start-page: 151 issue: 1 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0153 article-title: Distributed estimation over an adaptive incremental network based on the affine projection algorithm publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2025074 – start-page: 319 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0067 article-title: Convex combination of two adaptive filters with normalized median wilcoxon approach – volume: 12 start-page: 262 issue: 2-3 year: 2002 ident: 10.1016/j.sigpro.2021.108150_bib0059 article-title: Multiuser detection in heavy tailed noise publication-title: Digi. Signal Process. doi: 10.1006/dspr.2002.0457 – year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0073 – volume: 63 start-page: 5071 issue: 19 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0136 article-title: Censored regression with noisy input publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2015.2450193 – volume: 60 start-page: 4321 issue: 8 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0139 article-title: Low-complexity distributed total least squares estimation in ad hoc sensor networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2197208 – volume: 11 start-page: 1 issue: 2 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0094 article-title: Error saturation nonlinearities for robust incremental lms over wireless sensor networks publication-title: ACM Trans. Sensor Netw. (TOSN) – volume: 111 start-page: 94 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0055 article-title: Spectrum sensing based on fractional lower order moments for cognitive radios in α-stable distributed noise publication-title: Signal Process. doi: 10.1016/j.sigpro.2014.12.022 – volume: 8 start-page: 33574 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0115 article-title: A kernel-width adaption diffusion maximum correntropy algorithm publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2972905 – volume: 5 start-page: 4 issue: 3 year: 1988 ident: 10.1016/j.sigpro.2021.108150_bib0072 article-title: Householder transforms in signal processing publication-title: IEEE ASSP Mag. doi: 10.1109/53.9259 – volume: 61 start-page: 1419 issue: 6 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0076 article-title: Sparse distributed learning based on diffusion adaptation publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2232663 – volume: 7 start-page: 483 issue: 4 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0020 article-title: Distributed kalman filtering: a bibliographic review publication-title: IET Control Theory Applic. doi: 10.1049/iet-cta.2012.0732 – year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0102 – volume: 21 start-page: 880 issue: 7 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0109 article-title: Steady-state mean-square error analysis for adaptive filtering under the maximum correntropy criterion publication-title: IEEE Signal Process. Lett. doi: 10.1109/LSP.2014.2319308 – start-page: 2950 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0111 article-title: Using correntropy as a cost function in linear adaptive filters – volume: 144 start-page: 1 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0086 article-title: Robust incremental normalized least mean square algorithm with variable step sizes over distributed networks publication-title: Signal Process. doi: 10.1016/j.sigpro.2017.09.016 – volume: 64 start-page: 1529 issue: 6 year: 2017 ident: 10.1016/j.sigpro.2021.108150_bib0129 article-title: Lorentzian based adaptive filters for impulsive noise environments publication-title: IEEE Trans. Circuit. Syst. I: Regular Papers – volume: 49 start-page: 1355 issue: 21 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0121 article-title: Diffusion least-mean p-power algorithms for distributed estimation in alpha-stable noise environments publication-title: Electron. Lett. doi: 10.1049/el.2013.2331 – start-page: 7580 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0142 article-title: Distributed total least squares estimation over networks – volume: 91 start-page: 1247 issue: 8 year: 2003 ident: 10.1016/j.sigpro.2021.108150_bib0014 article-title: Sensor networks: evolution, opportunities, and challenges publication-title: Proceed. IEEE doi: 10.1109/JPROC.2003.814918 – volume: 63 start-page: 2986 issue: 11 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0141 article-title: Distributed sparse total least-squares over networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2015.2416671 – volume: 38 start-page: 122 year: 2017 ident: 10.1016/j.sigpro.2021.108150_bib0021 article-title: Multi-sensor distributed fusion estimation with applications in networked systems: a review paper publication-title: Inform. Fusion doi: 10.1016/j.inffus.2017.03.006 – volume: 59 start-page: 5212 issue: 11 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0138 article-title: Diffusion bias-compensated rls estimation over adaptive networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2011.2163631 – volume: 142 start-page: 423 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0127 article-title: Diffusion least logarithmic absolute difference algorithm for distributed estimation publication-title: Signal Process. doi: 10.1016/j.sigpro.2017.07.014 – volume: 96 start-page: 102589 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0130 article-title: Robust distributed lorentzian adaptive filter with diffusion strategy in impulsive noise environment publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2019.102589 – year: 2003 ident: 10.1016/j.sigpro.2021.108150_bib0025 – volume: 65 start-page: 3909 issue: 15 year: 2017 ident: 10.1016/j.sigpro.2021.108150_bib0097 article-title: Robust distributed estimation by networked agents publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2017.2703664 – year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0012 article-title: Bacterial motility via diffusion adaptation – volume: 92 start-page: 2657 issue: 11 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0069 article-title: Qr-based incremental minimum-wilcoxon-norm strategies for distributed wireless sensor networks publication-title: Signal Process. doi: 10.1016/j.sigpro.2012.04.012 – volume: 42 start-page: 1335 issue: 6 year: 1994 ident: 10.1016/j.sigpro.2021.108150_bib0096 article-title: Stochastic gradient adaptation under general error criteria publication-title: IEEE Trans. Signal Process. doi: 10.1109/78.286951 – start-page: 1 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0082 article-title: Robust estimation in distributed wireless sensor network – volume: 158 start-page: 201 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0088 article-title: Robust diffusion lms over adaptive networks publication-title: Signal Process. doi: 10.1016/j.sigpro.2019.01.004 – volume: 6 start-page: 47511 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0085 article-title: Diffusion robust variable step-size lms algorithm over distributed networks publication-title: IEEE Access doi: 10.1109/ACCESS.2018.2866857 – volume: 56 start-page: 1878 issue: 5 year: 2008 ident: 10.1016/j.sigpro.2021.108150_bib0052 article-title: A new robust variable step-size nlms algorithm publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2007.913142 – volume: 58 start-page: 10 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0112 article-title: Diffusion maximum correntropy criterion algorithms for robust distributed estimation publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2016.07.009 – volume: 5 start-page: 1090 year: 2017 ident: 10.1016/j.sigpro.2021.108150_bib0125 article-title: General mixed-norm-based diffusion adaptive filtering algorithm for distributed estimation over network publication-title: IEEE Access doi: 10.1109/ACCESS.2017.2651144 – volume: 37 start-page: 621 issue: 5 year: 1989 ident: 10.1016/j.sigpro.2021.108150_bib0054 article-title: Comparison of adaptive and robust receivers for signal detection in ambient underwater noise publication-title: IEEE Trans. Acoust. Speech Signal Process. doi: 10.1109/29.17553 – volume: 59 start-page: 2320 issue: 5 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0140 article-title: Consensus-based distributed total least squares estimation in ad hoc wireless sensor networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2011.2108651 – start-page: 1753 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0034 article-title: Distributed incremental leaky lms – volume: 68 start-page: 2199 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0091 article-title: Diffusion normalized least mean m-estimate algorithms: Design and performance analysis publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2020.2983905 – start-page: 2012 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0108 article-title: Kernel adaptive filtering with maximum correntropy criterion – volume: 59 start-page: 4692 issue: 10 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0084 article-title: Adaptive robust distributed learning in diffusion sensor networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2011.2161474 – volume: 64 start-page: 3376 issue: 13 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0107 article-title: Generalized correntropy for robust adaptive filtering publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2016.2539127 – volume: 13 start-page: 1035 issue: 5 year: 2002 ident: 10.1016/j.sigpro.2021.108150_bib0103 article-title: Generalized information potential criterion for adaptive system training publication-title: IEEE Trans. Neur. Netw. doi: 10.1109/TNN.2002.1031936 – volume: 5 start-page: 669 issue: 4 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0029 article-title: Diffusion minimum generalized rank norm over distributed adaptive networks: Formulation and performance analysis publication-title: IEEE Trans. Signal Inform. Process. Netw. – volume: 355 start-page: 3812 issue: 8 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0083 article-title: Diffusion normalized huber adaptive filtering algorithm publication-title: J. Frankl. Inst. doi: 10.1016/j.jfranklin.2018.03.001 – volume: 55 start-page: 5286 issue: 11 year: 2007 ident: 10.1016/j.sigpro.2021.108150_bib0106 article-title: Correntropy: Properties and applications in non-gaussian signal processing publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2007.896065 – volume: 1 start-page: 291 issue: 3 year: 1999 ident: 10.1016/j.sigpro.2021.108150_bib0048 article-title: Alpha-stable modeling of noise and robust time-delay estimation in the presence of impulsive noise publication-title: IEEE Trans. Multim. doi: 10.1109/6046.784467 – volume: 196 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0081 – volume: 88 start-page: 872 issue: 423 year: 1993 ident: 10.1016/j.sigpro.2021.108150_bib0065 article-title: A bounded influence, high breakdown, efficient regression estimator publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.1993.10476352 – volume: 40 start-page: 102 issue: 8 year: 2002 ident: 10.1016/j.sigpro.2021.108150_bib0004 article-title: A survey on sensor networks publication-title: IEEE Commun. Mag. doi: 10.1109/MCOM.2002.1024422 – volume: 60 start-page: 4480 issue: 8 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0037 article-title: Diffusion sparse least-mean squares over networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2198468 – volume: 12 start-page: 578 issue: 4 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0151 article-title: A robust generalized-maximum likelihood unscented kalman filter for power system dynamic state estimation publication-title: IEEE J. Select. Top. Signal Process. doi: 10.1109/JSTSP.2018.2827261 – volume: 4 start-page: 2033 year: 2001 ident: 10.1016/j.sigpro.2021.108150_bib0003 article-title: Instrumenting the world with wireless sensor networks – start-page: 201 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0154 article-title: Diffusion affine projection algorithm for multitask networks – volume: 1 start-page: 291 issue: 3 year: 1999 ident: 10.1016/j.sigpro.2021.108150_bib0051 article-title: Alpha-stable modeling of noise and robust time-delay estimation in the presence of impulsive noise publication-title: IEEE Trans. Multim. doi: 10.1109/6046.784467 – volume: 3 start-page: 1942 year: 1997 ident: 10.1016/j.sigpro.2021.108150_bib0056 article-title: Measurements and simulation of radio frequency impulsive noise in hospitals and clinics – year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0060 – volume: 58 start-page: 5262 issue: 10 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0042 article-title: Distributed sparse linear regression publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2010.2055862 – volume: 128 start-page: 142 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0120 article-title: Diffusion sign-error lms algorithm: formulation and stochastic behavior analysis publication-title: Signal Process. doi: 10.1016/j.sigpro.2016.03.022 – volume: 52 start-page: 1270 issue: 14 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0090 article-title: Incremental m-estimate-based least-mean algorithm over distributed network publication-title: Electron. Lett. doi: 10.1049/el.2016.1190 – volume: 2012 start-page: 18 issue: 1 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0011 article-title: Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing publication-title: EURASIP J. Adv. Signal Process. doi: 10.1186/1687-6180-2012-18 – volume: 33 start-page: 1104 issue: 1 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0152 article-title: Sparse state recovery versus generalized maximum-likelihood estimator of a power system publication-title: IEEE Trans. Power Syst. doi: 10.1109/TPWRS.2017.2715561 – start-page: 5308 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0143 article-title: Diffusion-based distributed adaptive estimation utilizing gradient-descent total least-squares – volume: 60 start-page: 3460 issue: 7 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0149 article-title: Diffusion adaptation over networks under imperfect information exchange and non-stationary data publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2192928 – volume: 62 start-page: 403 issue: 2 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0039 article-title: Estimation of space-time varying parameters using a diffusion lms algorithm publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2013.2289888 – volume: 66 start-page: 307 issue: 2 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0147 article-title: Maximum total correntropy diffusion adaptation over networks with noisy links publication-title: IEEE Trans. Circuit. Systems II – year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0061 – volume: 66 start-page: 307 issue: 2 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0148 article-title: Maximum total correntropy diffusion adaptation over networks with noisy links publication-title: IEEE Trans. Circuit. Syst. II – volume: 102 start-page: 460 issue: 4 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0015 article-title: Adaptive networks publication-title: Proceed. IEEE doi: 10.1109/JPROC.2014.2306253 – volume: 7 start-page: 1725 issue: 4 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0124 article-title: Adaptive filtering with adaptive p power error criterion publication-title: Int. J. Innov. Comput. Inf. Control – volume: 58 start-page: 2509 issue: 5 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0150 article-title: Robust kalman filter based on a generalized maximum-likelihood-type estimator publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2039731 – volume: 55 start-page: 1033 issue: 8 year: 2006 ident: 10.1016/j.sigpro.2021.108150_bib0008 article-title: Self-organizing sensor networks for integrated target surveillance publication-title: IEEE Trans. Comput. doi: 10.1109/TC.2006.130 – volume: 37 start-page: 41 issue: 8 year: 2004 ident: 10.1016/j.sigpro.2021.108150_bib0005 article-title: Overview of sensor networks publication-title: Computer doi: 10.1109/MC.2004.93 – start-page: 102767 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0075 article-title: Robust non-parametric sparse distributed regression over wireless networks publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2020.102767 – volume: 12 start-page: 159 issue: 2 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0002 article-title: Outlier detection techniques for wireless sensor networks : a survey publication-title: IEEE Commun. Surv. Tutor. doi: 10.1109/SURV.2010.021510.00088 – year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0064 – volume: 63 start-page: 4079 issue: 15 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0101 article-title: Minimum total error entropy method for parameter estimation publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2015.2437836 – start-page: 562 year: 2004 ident: 10.1016/j.sigpro.2021.108150_bib0062 article-title: Robust analysis of linear models publication-title: Stat. Sci. – volume: 8 start-page: 12402 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0118 article-title: Distributed adaptive clustering based on maximum correntropy criterion over dynamic multi-task networks publication-title: IEEE Access doi: 10.1109/ACCESS.2020.2966508 – volume: 24 start-page: 3 issue: 1 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0144 article-title: Diffusion lms strategies in sensor networks with noisy input data publication-title: IEEE/ACM Trans. Netw. doi: 10.1109/TNET.2014.2350013 – volume: 28 start-page: 225 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0050 article-title: M-estimate based normalized subband adaptive filter algorithm: Performance analysis and improvements publication-title: IEEE/ACM Trans. Audio, Speech, Lang. Process. doi: 10.1109/TASLP.2019.2950597 – volume: 23 start-page: 56 issue: 4 year: 2006 ident: 10.1016/j.sigpro.2021.108150_bib0016 article-title: Distributed learning in wireless sensor networks publication-title: IEEE Signal Process. Mag. doi: 10.1109/MSP.2006.1657817 – start-page: 1 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0018 article-title: A review of forty years of distributed estimation – volume: 29 start-page: 61 issue: 4 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0058 article-title: Robust estimation in signal processing: A tutorial-style treatment of fundamental concepts publication-title: IEEE Signal Process. Mag. doi: 10.1109/MSP.2012.2183773 – volume: 15 start-page: 1362 issue: 6 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0145 article-title: Diffusion adaptation over multi-agent networks with wireless link impairments publication-title: IEEE Trans. Mob. Comput. doi: 10.1109/TMC.2015.2460251 – volume: 62 start-page: 4411 issue: 17 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0126 article-title: A novel family of adaptive filtering algorithms based on the logarithmic cost publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2014.2333559 – volume: 5 start-page: 649 issue: 4 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0026 article-title: Mobile adaptive networks publication-title: IEEE J. Select. Top. Signal Process. doi: 10.1109/JSTSP.2011.2125943 – volume: 65 start-page: 2047 issue: 12 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0122 article-title: Performance analysis of the robust diffusion normalized least mean p -power algorithm publication-title: IEEE Trans. Circuit. System. II – volume: 3 start-page: 323 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0028 article-title: Diffusion adaptation over networks doi: 10.1016/B978-0-12-411597-2.00009-6 – volume: 57 start-page: 2365 issue: 6 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0035 article-title: Distributed lms for consensus-based in-network adaptive processing publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2016226 – volume: 45 start-page: 1129 issue: 4 year: 1999 ident: 10.1016/j.sigpro.2021.108150_bib0057 article-title: Non-gaussian noise models in signal processing for telecommunications: new methods an results for class a and class b noise models publication-title: IEEE Trans. Inform. Theory doi: 10.1109/18.761256 – volume: 47 start-page: 1129 issue: 4 year: 1999 ident: 10.1016/j.sigpro.2021.108150_bib0080 article-title: Robust huber adaptive filter publication-title: IEEE Trans. Signal Process. doi: 10.1109/78.752610 – volume: 22 start-page: 85 issue: 2 year: 2004 ident: 10.1016/j.sigpro.2021.108150_bib0023 article-title: A survey of outlier detection methodologies publication-title: Artif. Intell. Rev. doi: 10.1023/B:AIRE.0000045502.10941.a9 – volume: 48 start-page: 151 issue: 1 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0078 article-title: Distributed jointly sparse multitask learning over networks publication-title: IEEE Trans. Cybern. doi: 10.1109/TCYB.2016.2626801 – ident: 10.1016/j.sigpro.2021.108150_bib0098 doi: 10.1002/9780470434697 – volume: 246 start-page: 114 issue: 6 year: 1982 ident: 10.1016/j.sigpro.2021.108150_bib0010 article-title: The structure and function of fish schools publication-title: Sci. Am. doi: 10.1038/scientificamerican0682-114 – volume: 47 start-page: 1564 issue: 12 year: 2000 ident: 10.1016/j.sigpro.2021.108150_bib0131 article-title: Least mean m-estimate algorithms for robust adaptive filtering in impulse noise publication-title: IEEE Trans. Circuit. Syst. II doi: 10.1109/82.899657 – volume: 50 start-page: 374 issue: 5 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0123 article-title: Diffusion lmp algorithm with adaptive variable power publication-title: Electron. Lett. doi: 10.1049/el.2013.3942 – volume: 12 start-page: 1540 issue: 9 year: 1994 ident: 10.1016/j.sigpro.2021.108150_bib0119 article-title: Least mean p-power error criterion for adaptive fir filter publication-title: IEEE J. Select. Ar. Commun. doi: 10.1109/49.339922 – volume: 19 start-page: 17 issue: 2 year: 2002 ident: 10.1016/j.sigpro.2021.108150_bib0001 article-title: Detection, classification, and tracking of targets publication-title: IEEE Signal Process. Mag. doi: 10.1109/79.985674 – volume: 164 start-page: 225 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0134 article-title: Weighted diffusion continuous mixed p-norm algorithm for distributed estimation in non-uniform noise environment publication-title: Signal Process. doi: 10.1016/j.sigpro.2019.06.003 – year: 1995 ident: 10.1016/j.sigpro.2021.108150_bib0047 – start-page: 1 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0104 article-title: A novel entropy estimator and its application to ica – volume: 30 start-page: 155 issue: 3 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0022 article-title: Diffusion strategies for adaptation and learning over networks: an examination of distributed strategies and network behavior publication-title: IEEE Signal Process. Mag. doi: 10.1109/MSP.2012.2231991 – start-page: 1 year: 2017 ident: 10.1016/j.sigpro.2021.108150_bib0033 article-title: Incremental modified leaky lms – volume: 160 start-page: 21 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0137 article-title: Distributed diffusion bias-compensated lms for node-specific networks publication-title: Signal Process. doi: 10.1016/j.sigpro.2019.01.015 – volume: 1 start-page: 265 year: 2000 ident: 10.1016/j.sigpro.2021.108150_bib0100 article-title: Information theoretic learning publication-title: Unsuperv. Adapt. Filter. – volume: 5 start-page: 234 issue: 2 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0156 article-title: Distributed estimation over an adaptive diffusion network based on the family of affine projection algorithms publication-title: IEEE Trans. Signal Inform. Process. over Netw. doi: 10.1109/TSIPN.2018.2866296 – volume: 1 year: 1987 ident: 10.1016/j.sigpro.2021.108150_bib0063 – volume: 61 start-page: 3183 issue: 12 year: 2013 ident: 10.1016/j.sigpro.2021.108150_bib0041 article-title: Bio-inspired decentralized radio access based on swarming mechanisms over adaptive networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2013.2258342 – volume: 55 start-page: 5286 issue: 11 year: 2007 ident: 10.1016/j.sigpro.2021.108150_bib0110 article-title: Correntropy: Properties and applications in non-gaussian signal processing publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2007.896065 – volume: 4 start-page: 1765 year: 1999 ident: 10.1016/j.sigpro.2021.108150_bib0132 article-title: A robust m-estimate adaptive filter for impulse noise suppression – volume: 57 start-page: 4105 issue: 10 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0093 article-title: On error-saturation nonlinearities in nlms adaptation publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2021917 – start-page: 1 year: 2019 ident: 10.1016/j.sigpro.2021.108150_bib0087 article-title: Robust diffusion huber-based normalized least mean square algorithm with adjustable thresholds publication-title: Circuit. Syst. Signal Process. – volume: 36 start-page: 83 issue: 4 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0019 article-title: Distributed data fusion: Neighbors, rumors, and the art of collective knowledge publication-title: IEEE Control Syst. Mag. doi: 10.1109/MCS.2016.2558444 – volume: 64 start-page: 2851 issue: 11 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0095 article-title: Robust adaptation in impulsive noise publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2016.2535239 – volume: 51 start-page: 156 year: 2016 ident: 10.1016/j.sigpro.2021.108150_bib0070 article-title: Diffusion minimum-wilcoxon-norm over distributed adaptive networks: Formulation and performance analysis publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2016.02.001 – volume: 60 start-page: 6382 issue: 12 year: 2012 ident: 10.1016/j.sigpro.2021.108150_bib0077 article-title: Doa estimation using a greedy block coordinate descent algorithm publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2012.2218812 – volume: 81 start-page: 16 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0117 article-title: Diffusion generalized maximum correntropy criterion algorithm for distributed estimation over multitask network publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2018.02.008 – volume: 41 start-page: 1 issue: 3 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0045 article-title: Anomaly detection: A survey publication-title: ACM Comput. Surv. (CSUR) doi: 10.1145/1541880.1541882 – volume: 36 start-page: 440 issue: 4 year: 1988 ident: 10.1016/j.sigpro.2021.108150_bib0092 article-title: On error-saturation nonlinearities in lms adaptation publication-title: IEEE Trans. Acoust. Speech Signal Process. doi: 10.1109/29.1548 – volume: 14 start-page: 683 issue: 9 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0146 article-title: Sparse distributed learning based on diffusion minimum generalised rank norm publication-title: IET Signal Process. doi: 10.1049/iet-spr.2020.0233 – volume: 58 start-page: 151 issue: 1 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0032 article-title: Distributed estimation over an adaptive incremental network based on the affine projection algorithm publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2025074 – volume: 20 start-page: 246 issue: 4 year: 2018 ident: 10.1016/j.sigpro.2021.108150_bib0113 article-title: Diffusion maximum correntropy criterion based robust spectrum sensing in non-gaussian noise environments publication-title: Entropy doi: 10.3390/e20040246 – volume: 31 start-page: 497 issue: 2 year: 2006 ident: 10.1016/j.sigpro.2021.108150_bib0053 article-title: Optimal and near-optimal signal detection in snapping shrimp dominated ambient noise publication-title: IEEE J. Ocean. Eng. doi: 10.1109/JOE.2006.875272 – volume: 58 start-page: 1035 issue: 3 year: 2009 ident: 10.1016/j.sigpro.2021.108150_bib0030 article-title: Diffusion lms strategies for distributed estimation publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2033729 – start-page: 3664 year: 2011 ident: 10.1016/j.sigpro.2021.108150_bib0128 article-title: Lorentzian based iterative hard thresholding for compressed sensing – volume: 96 start-page: 300 year: 2014 ident: 10.1016/j.sigpro.2021.108150_bib0135 article-title: Robust incremental adaptive strategies for distributed networks to handle outliers in both input and desired data publication-title: Signal Process. doi: 10.1016/j.sigpro.2013.09.006 – start-page: 1 year: 2006 ident: 10.1016/j.sigpro.2021.108150_bib0006 article-title: Wireless sensor networks for battlefield surveillance – volume: 58 start-page: 4455 issue: 9 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0089 article-title: New sequential partial-update least mean m-estimate algorithms for robust adaptive system identification in impulsive noise publication-title: IEEE Trans. Ind. Electron. doi: 10.1109/TIE.2010.2098359 – volume: 44 start-page: 249 issue: 1 year: 2002 ident: 10.1016/j.sigpro.2021.108150_bib0046 article-title: Analysis and modeling of impulsive noise in broad-band powerline communications publication-title: IEEE Trans. Electromag. Compat. doi: 10.1109/15.990732 – volume: 55 start-page: 4064 issue: 8 year: 2007 ident: 10.1016/j.sigpro.2021.108150_bib0031 article-title: Incremental adaptive strategies over distributed networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2007.896034 – volume: 109 start-page: 102918 year: 2021 ident: 10.1016/j.sigpro.2021.108150_bib0074 article-title: Diffusion minimum wilcoxon affine projection algorithm over distributed networks publication-title: Digit. Signal Process. doi: 10.1016/j.dsp.2020.102918 – ident: 10.1016/j.sigpro.2021.108150_bib0044 – volume: 54 start-page: 21 year: 2020 ident: 10.1016/j.sigpro.2021.108150_bib0017 article-title: Distributed estimation over a low-cost sensor network: A review of state-of-the-art publication-title: Inform. Fusion doi: 10.1016/j.inffus.2019.06.026 – volume: 63 start-page: 2733 issue: 11 year: 2015 ident: 10.1016/j.sigpro.2021.108150_bib0116 article-title: Diffusion lms over multitask networks publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2015.2412918 – volume: 58 start-page: 1847 issue: 3 year: 2010 ident: 10.1016/j.sigpro.2021.108150_bib0040 article-title: Distributed spectrum sensing for cognitive radio networks by exploiting sparsity publication-title: IEEE Trans. Signal Process. doi: 10.1109/TSP.2009.2038417 – volume: 11 year: 1980 ident: 10.1016/j.sigpro.2021.108150_bib0043 |
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