An Optimal Full-Duplex AF Relay for Joint Analog and Digital Domain Self-Interference Cancellation
In this paper, a full-duplex (FD) amplify-and-forward (AF) relay is designed to compensate for the duplexing loss of the half-duplex (HD) AF relay. In particular, when there is no direct link between a source and a destination, joint analog domain self-interference suppression and digital domain res...
        Saved in:
      
    
          | Published in | IEEE transactions on communications Vol. 62; no. 8; pp. 2758 - 2772 | 
|---|---|
| Main Authors | , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
        New York
          IEEE
    
        01.08.2014
     The Institute of Electrical and Electronics Engineers, Inc. (IEEE)  | 
| Subjects | |
| Online Access | Get full text | 
| ISSN | 0090-6778 1558-0857  | 
| DOI | 10.1109/TCOMM.2014.2342230 | 
Cover
| Abstract | In this paper, a full-duplex (FD) amplify-and-forward (AF) relay is designed to compensate for the duplexing loss of the half-duplex (HD) AF relay. In particular, when there is no direct link between a source and a destination, joint analog domain self-interference suppression and digital domain residual self-interference cancellation is considered with an FD-AF relay having single receive antenna but multiple transmit antennas. Unlike previous approaches, a nonconvex quadratically constrained quadratic programming problem is formulated to find the optimal solution. The end-to-end spectral efficiency or, equivalently, the end-to-end signal-to-interference-plus-noise ratio from the source to the destination is chosen as the objective function to be maximized subject to the average transmit power constraint at the relay. In addition, an average power constraint is imposed on the output of the relay's receive antenna to avoid the nonlinear distortion in the low noise amplifier and the excessive quantization noise in the analog-to-digital converter. Through the systematic reduction and the partitioning of the constraint set, the optimal solution is derived in a closed algorithmic expression and shows how it allocates the transmission power not only in the direction of maximal performance improvement but also in the orthogonal direction in order to balance the system performance and the amount of self interference. It is shown that the optimal FD-AF relay significantly outperforms the optimal HD-AF relay even with the hardware limitations in the RF chain of the relay's receiver being well taken into account. | 
    
|---|---|
| AbstractList | In this paper, a full-duplex (FD) amplify-and-forward (AF) relay is designed to compensate for the duplexing loss of the half-duplex (HD) AF relay. In particular, when there is no direct link between a source and a destination, joint analog domain self-interference suppression and digital domain residual self-interference cancellation is considered with an FD-AF relay having single receive antenna but multiple transmit antennas. Unlike previous approaches, a nonconvex quadratically constrained quadratic programming problem is formulated to find the optimal solution. The end-to-end spectral efficiency or, equivalently, the end-to-end signal-to-interference-plus-noise ratio from the source to the destination is chosen as the objective function to be maximized subject to the average transmit power constraint at the relay. In addition, an average power constraint is imposed on the output of the relay's receive antenna to avoid the nonlinear distortion in the low noise amplifier and the excessive quantization noise in the analog-to-digital converter. Through the systematic reduction and the partitioning of the constraint set, the optimal solution is derived in a closed algorithmic expression and shows how it allocates the transmission power not only in the direction of maximal performance improvement but also in the orthogonal direction in order to balance the system performance and the amount of self interference. It is shown that the optimal FD-AF relay significantly outperforms the optimal HD-AF relay even with the hardware limitations in the RF chain of the relay's receiver being well taken into account. | 
    
| Author | Joon Ho Cho Young Yun Kang Byung-Jae Kwak  | 
    
| Author_xml | – sequence: 1 givenname: Young Yun surname: Kang fullname: Kang, Young Yun – sequence: 2 givenname: Byung-Jae surname: Kwak fullname: Kwak, Byung-Jae – sequence: 3 givenname: Joon Ho surname: Cho fullname: Cho, Joon Ho  | 
    
| BookMark | eNp9kEFv2yAYhtHUSU27_YHugrTLLs4-wGA4RsnSdWoVaevOFrY_KioCGbal9d-XNNUOPewCl-dBvM8FOYspIiFXDJaMgfl6v97d3S05sHrJRc25gHdkwaTUFWjZnJEFgIFKNY0-Jxfj-AgANQixIN0q0t1h8nsb6HYOodrMh4B_6WpLf2KwT9SlTH8kHye6ijakB2rjQDf-wU_F2KS99ZH-wuCqmzhhdpgx9kjXtpwh2Mmn-IG8dzaM-PH1viS_t9_u19-r2931zXp1W_WC66kamLW9cXyonVAwMGNAcdUw1E0nh6Yb6gYtd-B62TvX1xYQheDSGtXZDpy4JF9O7x5y-jPjOLV7P778ImKax5YpZbQ0QvKCfn6DPqY5l32FklIKxRstCqVPVJ_TOGZ0bV9WHydN2frQMmiP8duX-O0xfvsav6j8jXrIpXF--r_06SR5RPwnKK24NlI8A1rPkck | 
    
| CODEN | IECMBT | 
    
| CitedBy_id | crossref_primary_10_1049_cmu2_12196 crossref_primary_10_1109_TWC_2022_3217041 crossref_primary_10_1109_OJCOMS_2021_3080239 crossref_primary_10_32604_cmes_2023_024531 crossref_primary_10_1109_ACCESS_2017_2761848 crossref_primary_10_1016_j_dcan_2023_05_005 crossref_primary_10_1109_JSYST_2022_3145708 crossref_primary_10_1109_TVT_2017_2696512 crossref_primary_10_1109_ACCESS_2019_2895160 crossref_primary_10_1002_wcm_2682 crossref_primary_10_1109_LCOMM_2015_2411596 crossref_primary_10_1109_LCOMM_2015_2513768 crossref_primary_10_3390_s19081827 crossref_primary_10_1109_TCOMM_2017_2653112 crossref_primary_10_3390_s23187871 crossref_primary_10_1109_TCOMM_2018_2812707 crossref_primary_10_1016_j_aeue_2024_155144 crossref_primary_10_1049_iet_com_2015_0560 crossref_primary_10_1016_j_adhoc_2018_03_005 crossref_primary_10_1109_LCOMM_2019_2963640 crossref_primary_10_1109_TWC_2017_2783934 crossref_primary_10_1109_TCOMM_2019_2944373 crossref_primary_10_3390_s19010076 crossref_primary_10_1109_TSP_2020_2968262 crossref_primary_10_1038_s41598_024_58735_y crossref_primary_10_1109_TVT_2016_2610004 crossref_primary_10_1109_TWC_2020_3042909 crossref_primary_10_1177_1550147719855879  | 
    
| Cites_doi | 10.1109/TIT.2004.838089 10.1145/1859995.1859997 10.1109/18.485709 10.1109/JSAC.2007.070213 10.1137/S105262340139001X 10.1016/j.orl.2012.03.005 10.1109/MSP.2005.1550190 10.1109/MCOM.2009.4752686 10.1109/JSAC.2012.120921 10.1109/TSP.2011.2164910 10.1109/TWC.2013.122313.130608 10.1109/TWC.2009.080542 10.1017/CBO9780511807213 10.1109/MCOM.2009.5273815 10.1137/05064816X 10.1561/9781933019505 10.1109/ACSSC.2012.6488955 10.1017/CBO9780511810817 10.1017/CBO9781139030687 10.1109/JSTSP.2007.914894 10.1145/2348543.2348576 10.1109/PIMRC.2009.5450313 10.1109/TWC.2006.1638664 10.1109/MSP.2010.936019  | 
    
| ContentType | Journal Article | 
    
| Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Aug 2014 | 
    
| Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Aug 2014 | 
    
| DBID | 97E RIA RIE AAYXX CITATION 7SP 8FD L7M F28 FR3  | 
    
| DOI | 10.1109/TCOMM.2014.2342230 | 
    
| DatabaseName | IEEE All-Society Periodicals Package (ASPP) 2005–Present IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Electronics & Communications Abstracts Technology Research Database Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Engineering Research Database  | 
    
| DatabaseTitle | CrossRef Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts Engineering Research Database ANTE: Abstracts in New Technology & Engineering  | 
    
| DatabaseTitleList | Technology Research Database Engineering Research Database  | 
    
| Database_xml | – sequence: 1 dbid: RIE name: Consulter via IEEE Xplore url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher  | 
    
| DeliveryMethod | fulltext_linktorsrc | 
    
| Discipline | Engineering | 
    
| EISSN | 1558-0857 | 
    
| EndPage | 2772 | 
    
| ExternalDocumentID | 3410692501 10_1109_TCOMM_2014_2342230 6862895  | 
    
| Genre | orig-research | 
    
| GrantInformation_xml | – fundername: National Research Foundation funderid: 10.13039/501100001321 – fundername: Electronics and Telecommunications Research Institute (ETRI) grantid: 2009-F-034-01 – fundername: Ministry of Science, ICT and Future Planning, Korea grantid: 2009-0088483; 2011-0010906  | 
    
| GroupedDBID | -~X .DC 0R~ 29I 3EH 4.4 5GY 5VS 6IK 85S 97E AAJGR AARMG AASAJ AAWTH ABAZT ABFSI ABQJQ ABVLG ACGFO ACGFS ACIWK ACKIV ACNCT AENEX AETIX AGQYO AGSQL AHBIQ AI. AIBXA AKJIK AKQYR ALLEH ALMA_UNASSIGNED_HOLDINGS ASUFR ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 DU5 E.L EBS EJD HZ~ H~9 IAAWW IBMZZ ICLAB IES IFIPE IFJZH IPLJI JAVBF LAI M43 MS~ O9- OCL P2P RIA RIE RNS TAE TN5 VH1 ZCA ZCG AAYXX CITATION 7SP 8FD L7M RIG F28 FR3  | 
    
| ID | FETCH-LOGICAL-c328t-d1aac9f2d4f360d199062671e87b5d7bd47ea2f0fc5cffc4a0ee3325a96bab0f3 | 
    
| IEDL.DBID | RIE | 
    
| ISSN | 0090-6778 | 
    
| IngestDate | Sat Sep 27 23:13:10 EDT 2025 Mon Jun 30 10:23:24 EDT 2025 Wed Oct 01 00:48:19 EDT 2025 Thu Apr 24 23:01:40 EDT 2025 Wed Aug 27 02:49:10 EDT 2025  | 
    
| IsPeerReviewed | true | 
    
| IsScholarly | true | 
    
| Issue | 8 | 
    
| Keywords | self-interference cancellation Full-duplex relay nonconvex quadratically constrained quadratic programming amplify-and-forward relay  | 
    
| Language | English | 
    
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html | 
    
| LinkModel | DirectLink | 
    
| MergedId | FETCHMERGED-LOGICAL-c328t-d1aac9f2d4f360d199062671e87b5d7bd47ea2f0fc5cffc4a0ee3325a96bab0f3 | 
    
| Notes | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 ObjectType-Article-1 ObjectType-Feature-2 content type line 23  | 
    
| PQID | 1555362783 | 
    
| PQPubID | 85472 | 
    
| PageCount | 15 | 
    
| ParticipantIDs | ieee_primary_6862895 proquest_journals_1555362783 crossref_citationtrail_10_1109_TCOMM_2014_2342230 proquest_miscellaneous_1669859352 crossref_primary_10_1109_TCOMM_2014_2342230  | 
    
| ProviderPackageCode | CITATION AAYXX  | 
    
| PublicationCentury | 2000 | 
    
| PublicationDate | 2014-08-01 | 
    
| PublicationDateYYYYMMDD | 2014-08-01 | 
    
| PublicationDate_xml | – month: 08 year: 2014 text: 2014-08-01 day: 01  | 
    
| PublicationDecade | 2010 | 
    
| PublicationPlace | New York | 
    
| PublicationPlace_xml | – name: New York | 
    
| PublicationTitle | IEEE transactions on communications | 
    
| PublicationTitleAbbrev | TCOMM | 
    
| PublicationYear | 2014 | 
    
| Publisher | IEEE The Institute of Electrical and Electronics Engineers, Inc. (IEEE)  | 
    
| Publisher_xml | – name: IEEE – name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)  | 
    
| References | zhang (ref12) 0 ref15 ref14 brannon (ref32) 1995; 29 ref31 ref30 ref11 ref10 ref2 ref1 ref17 ref16 ref18 bliss (ref9) 0 chong (ref24) 2001 korpi (ref5) 2014 razavi (ref28) 1998 ref23 ref25 ref20 ref22 ref21 golub (ref19) 1996 shang (ref13) 0 ref27 tulino (ref26) 2004 ref29 ref8 ref7 ref4 ref3 ref6  | 
    
| References_xml | – year: 2001 ident: ref24 publication-title: An Introduction to Optimization – ident: ref3 doi: 10.1109/TIT.2004.838089 – ident: ref11 doi: 10.1145/1859995.1859997 – ident: ref18 doi: 10.1109/18.485709 – start-page: 478 year: 0 ident: ref9 article-title: Simultaneous transmission and reception for improved wireless network performance publication-title: Proc IEEE 14th Workshop Statist Signal Process – ident: ref6 doi: 10.1109/JSAC.2007.070213 – ident: ref20 doi: 10.1137/S105262340139001X – start-page: 1 year: 0 ident: ref12 article-title: Joint source and relay precoding design for one-way full-duplex MIMO relaying systems publication-title: Proc Int Symp Wireless Commun Syst – ident: ref21 doi: 10.1016/j.orl.2012.03.005 – ident: ref27 doi: 10.1109/MSP.2005.1550190 – ident: ref1 doi: 10.1109/MCOM.2009.4752686 – ident: ref30 doi: 10.1109/JSAC.2012.120921 – ident: ref8 doi: 10.1109/TSP.2011.2164910 – ident: ref10 doi: 10.1109/TWC.2013.122313.130608 – volume: 29 start-page: 11 year: 1995 ident: ref32 article-title: Wideband radios need wide dynamic range converters publication-title: Analogue Dialogue – ident: ref15 doi: 10.1109/TWC.2009.080542 – ident: ref16 doi: 10.1017/CBO9780511807213 – ident: ref2 doi: 10.1109/MCOM.2009.5273815 – ident: ref22 doi: 10.1137/05064816X – year: 1996 ident: ref19 publication-title: Matrix Computations – year: 2004 ident: ref26 publication-title: Random Matrix Theory and Wireless Communications doi: 10.1561/9781933019505 – ident: ref31 doi: 10.1109/ACSSC.2012.6488955 – ident: ref25 doi: 10.1017/CBO9780511810817 – year: 1998 ident: ref28 publication-title: RF Microelectronics – ident: ref17 doi: 10.1017/CBO9781139030687 – ident: ref23 doi: 10.1109/JSTSP.2007.914894 – ident: ref29 doi: 10.1145/2348543.2348576 – start-page: 11 year: 0 ident: ref13 article-title: Linear transceivers for full duplex MIMO relays publication-title: Proc Australian Commun Theory Workshop – year: 2014 ident: ref5 publication-title: Full-Duplex Transceiver System Calculations Analysis of ADC and Linearity Challenges – ident: ref7 doi: 10.1109/PIMRC.2009.5450313 – ident: ref4 doi: 10.1109/TWC.2006.1638664 – ident: ref14 doi: 10.1109/MSP.2010.936019  | 
    
| SSID | ssj0004033 | 
    
| Score | 2.3385856 | 
    
| Snippet | In this paper, a full-duplex (FD) amplify-and-forward (AF) relay is designed to compensate for the duplexing loss of the half-duplex (HD) AF relay. In... | 
    
| SourceID | proquest crossref ieee  | 
    
| SourceType | Aggregation Database Enrichment Source Index Database Publisher  | 
    
| StartPage | 2758 | 
    
| SubjectTerms | Algorithms Amplifiers Antennas Array signal processing Cancellation Communication channels Computing time Digital Interference Mobile communication Noise Optimization Partitioning Receiving antennas Relay Relays Vectors  | 
    
| Title | An Optimal Full-Duplex AF Relay for Joint Analog and Digital Domain Self-Interference Cancellation | 
    
| URI | https://ieeexplore.ieee.org/document/6862895 https://www.proquest.com/docview/1555362783 https://www.proquest.com/docview/1669859352  | 
    
| Volume | 62 | 
    
| hasFullText | 1 | 
    
| inHoldings | 1 | 
    
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: Consulter via IEEE Xplore customDbUrl: eissn: 1558-0857 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0004033 issn: 0090-6778 databaseCode: RIE dateStart: 19720101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE  | 
    
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Nb9QwELXanuBACwWxpSAjcQNvvf6I4-Nql1VVaemBVuotcpxxtWKbVJBILb--Hie7fApxi5JJYuXZnrHz5g0h72LEIX1ZAZPCC6ZAGGZ5rpj0wlkZtI7nkW3xKTu9VGdX-mqHfNjmwgBAIp_BGA_Tv_yq8R1ulZ1gNkNu9S7ZNXnW52r9yIHkclCcRDq7yTcJMtyeXMzOl0tkcamxkCr6Q_6LE0pVVf6YipN_WeyT5aZlPa3ky7hry7H__pto4_82_YA8GQJNOu17xlOyA_Uz8vgn-cFDUk5reh6njJtoh0tRNu9u13BHpwuKHLl7GgNaetas6paidklzTV1d0fnqGguN0Hlz41Y1_QzrwNK-4pA5SGfYkdY9x-45uVx8vJidsqHmAvNS5C2rJs55G0Slgsx4NbGoY5yZCeSm1JUpK2XAicCD1z4ErxwHkFJoZ7PSlTzIF2Svbmp4Sag3MRqQ3vEAQZngc10qnC4iOF4EkCMy2YBQ-EGQHOtirIu0MOG2SMAVCFwxADci77f33PZyHP-0PkQktpYDCCNyvMG6GEbstyLGVTo6c5PHdr3dXo5jLX2xGpou2mSZRX04LY7-_uRX5BG-vycIHpO99msHr2PQ0pZvUm99AGqc56E | 
    
| linkProvider | IEEE | 
    
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB6VcgAOvErFQgEjcQNvvX7E8XG1y2op3fbAVuotsh27WrFNKppIhV-P7WSXpxC3KJlEo3y2Z-J88w3Am5BxMGtKhxm1FHNHJVYk55hZqhXzQoTzkW1xks3P-NG5ON-Bd9taGOdcIp-5YTxM__LL2rZxq-wwVjPkStyC24JzLrpqrR9VkIT1mpOR0C7zTYkMUYfLyeliEXlcfEgZDxGR_BKGUl-VPxbjFGFmD2Cx8a0jlnweto0Z2m-_yTb-r_MP4X6faqJxNzYewY6rHsO9nwQI98CMK3QaFo3LYBc_RvG0vVq7GzSeociS-4pCSouO6lXVoKheUl8gXZVourqIrUbQtL7Uqwp9cmuP085iXzuIJnEorTuW3RM4m71fTua477qALaN5g8uR1lZ5WnLPMlKOVFQyzuTI5dKIUpqSS6epJ94K673lmjjHGBVaZUYb4tk-7FZ15Z4CsjLkA8xq4p3n0ttcGB4XjACOpd6xAYw2IBS2lySPnTHWRfo0IapIwBURuKIHbgBvt_dcdYIc_7Tei0hsLXsQBnCwwbro5-x1ETIrEcK5zINfr7eXw2xLb6xydRtsskxFhThBn_39ya_gzny5OC6OP5x8fA53oy8dXfAAdpsvrXsRUpjGvEwj9zuxBeru | 
    
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An+Optimal+Full-Duplex+AF+Relay+for+Joint+Analog+and+Digital+Domain+Self-Interference+Cancellation&rft.jtitle=IEEE+transactions+on+communications&rft.au=Kang%2C+Young+Yun&rft.au=Kwak%2C+Byung-Jae&rft.au=Cho%2C+Joon+Ho&rft.date=2014-08-01&rft.issn=0090-6778&rft.volume=62&rft.issue=8&rft.spage=2758&rft.epage=2772&rft_id=info:doi/10.1109%2FTCOMM.2014.2342230&rft.externalDBID=NO_FULL_TEXT | 
    
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0090-6778&client=summon | 
    
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0090-6778&client=summon | 
    
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0090-6778&client=summon |