Multiuser Scheduling for Asymmetric FSO/RF Links in Satellite-UAV-Terrestrial Networks
This letter investigates the multiuser downlink transmission performance of an asymmetric free space optical (FSO)/radio frequency (RF) link. Here, the satellite delivers signal to the unmanned aerial vehicle (UAV) through a FSO link subject to Gamma-Gamma distributed turbulence, while the UAV forwa...
Saved in:
Published in | IEEE wireless communications letters Vol. 9; no. 8; pp. 1235 - 1239 |
---|---|
Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.08.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
ISSN | 2162-2337 2162-2345 |
DOI | 10.1109/LWC.2020.2986750 |
Cover
Abstract | This letter investigates the multiuser downlink transmission performance of an asymmetric free space optical (FSO)/radio frequency (RF) link. Here, the satellite delivers signal to the unmanned aerial vehicle (UAV) through a FSO link subject to Gamma-Gamma distributed turbulence, while the UAV forwards the decoded signal to multiple users through RF links characterzied by the correlated Rayleigh fading channel. By adopting that the selective decode-and-forward (DF) protocol at the UAV, we derive a closed-form expression for ergodic capacity (EC) of the considered system, where the RF link exploits transmit beamforming (BF) based on statistical channel state information (CSI) to obtain better performance than single antenna scenarios in existing works. Then, with the help of the derived EC and the available statistical CSI, a novel proportional fair scheduling (PFS) scheme is proposed. Finally, numerical results are conducted to verify the correctness of the theoretical analysis and the superiority of the proposed scheduling scheme. |
---|---|
AbstractList | This letter investigates the multiuser downlink transmission performance of an asymmetric free space optical (FSO)/radio frequency (RF) link. Here, the satellite delivers signal to the unmanned aerial vehicle (UAV) through a FSO link subject to Gamma-Gamma distributed turbulence, while the UAV forwards the decoded signal to multiple users through RF links characterzied by the correlated Rayleigh fading channel. By adopting that the selective decode-and-forward (DF) protocol at the UAV, we derive a closed-form expression for ergodic capacity (EC) of the considered system, where the RF link exploits transmit beamforming (BF) based on statistical channel state information (CSI) to obtain better performance than single antenna scenarios in existing works. Then, with the help of the derived EC and the available statistical CSI, a novel proportional fair scheduling (PFS) scheme is proposed. Finally, numerical results are conducted to verify the correctness of the theoretical analysis and the superiority of the proposed scheduling scheme. |
Author | Zhu, Wei-Ping Alouini, Mohamed-Slim Kong, Huaicong Amindavar, Hamidreza Lin, Min |
Author_xml | – sequence: 1 givenname: Huaicong orcidid: 0000-0001-8299-6259 surname: Kong fullname: Kong, Huaicong organization: College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 2 givenname: Min orcidid: 0000-0002-0296-436X surname: Lin fullname: Lin, Min email: linmin@njupt.edu.cn organization: College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 3 givenname: Wei-Ping orcidid: 0000-0001-7955-7044 surname: Zhu fullname: Zhu, Wei-Ping organization: College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China – sequence: 4 givenname: Hamidreza orcidid: 0000-0002-2034-6653 surname: Amindavar fullname: Amindavar, Hamidreza organization: Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran – sequence: 5 givenname: Mohamed-Slim orcidid: 0000-0003-4827-1793 surname: Alouini fullname: Alouini, Mohamed-Slim organization: CEMSE Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia |
BookMark | eNp9kD1PwzAQhi0EEqV0R2KxxJzWH7ETj1VFASlQiX4wRql7AbdpUmxHqP8eV606MHDL3fA-d6fnBl3WTQ0I3VHSp5SoQfYx6jPCSJ-pVCaCXKAOo5JFjMfi8jzz5Br1nFuTUJJQRtMOWry2lTetA4un-gtWbWXqT1w2Fg_dfrsFb43G4-lk8D7Gmak3DpsaTwsPVWU8RPPhIpqBteBCsKjwG_ifxm7cLboqi8pB79S7aD5-nI2eo2zy9DIaZpFmivooSeRSECmBESVTIVXJteaCLKkgTLJlyZJU8iTWSUpAqJUWXMQrBRIEk6CWvIsejnt3tvluwxf5umltHU7mLOaUpFJxGVLymNK2cc5CmWvjC2-a2tvCVDkl-UFjHjTmB435SWMAyR9wZ822sPv_kPsjYgDgHFdEBv-C_wKqk30Y |
CODEN | IWCLAF |
CitedBy_id | crossref_primary_10_1109_TCCN_2023_3345857 crossref_primary_10_1109_TWC_2023_3246460 crossref_primary_10_1109_JPHOT_2021_3098328 crossref_primary_10_1109_LWC_2021_3058942 crossref_primary_10_3390_iot1010003 crossref_primary_10_3390_electronics13040806 crossref_primary_10_1109_TCOMM_2022_3179741 crossref_primary_10_1016_j_optcom_2024_131234 crossref_primary_10_1016_j_phycom_2021_101475 crossref_primary_10_7498_aps_71_20212032 crossref_primary_10_1109_TVT_2023_3252822 crossref_primary_10_1016_j_phycom_2021_101424 crossref_primary_10_1109_COMST_2023_3294873 crossref_primary_10_1109_TWC_2024_3397847 crossref_primary_10_1109_TVT_2022_3181050 crossref_primary_10_1049_ote2_12009 crossref_primary_10_1109_TVT_2023_3324970 crossref_primary_10_3390_s22207770 crossref_primary_10_1016_j_ijleo_2023_171293 crossref_primary_10_1109_TWC_2023_3292073 crossref_primary_10_1109_TITS_2022_3155072 crossref_primary_10_34133_space_0096 crossref_primary_10_1109_LCOMM_2021_3077686 crossref_primary_10_1515_joc_2022_0320 crossref_primary_10_3390_photonics9010032 crossref_primary_10_1016_j_comnet_2025_111067 crossref_primary_10_1109_TVT_2022_3203008 crossref_primary_10_1109_OJCOMS_2021_3130645 crossref_primary_10_1109_TVT_2023_3299964 crossref_primary_10_1364_AO_496022 crossref_primary_10_1109_LPT_2020_3025452 crossref_primary_10_1016_j_cja_2021_10_039 crossref_primary_10_3390_photonics9060379 crossref_primary_10_1002_ett_4741 crossref_primary_10_1109_LWC_2022_3225957 crossref_primary_10_1109_OJCOMS_2024_3510882 crossref_primary_10_1109_TVT_2020_2999752 crossref_primary_10_1109_TWC_2021_3121299 crossref_primary_10_1109_JIOT_2022_3170429 crossref_primary_10_3390_rs14153514 crossref_primary_10_1016_j_phycom_2022_101611 crossref_primary_10_1109_TVT_2022_3163312 crossref_primary_10_3390_photonics11040294 crossref_primary_10_1016_j_dsp_2022_103453 crossref_primary_10_1109_TVT_2024_3472219 crossref_primary_10_1016_j_jnca_2021_103311 crossref_primary_10_1109_TCOMM_2022_3214891 crossref_primary_10_1016_j_optcom_2021_127141 crossref_primary_10_1109_ACCESS_2024_3412392 crossref_primary_10_1109_LWC_2022_3146251 crossref_primary_10_1002_dac_5881 crossref_primary_10_1109_TVT_2021_3124928 crossref_primary_10_1109_JPHOT_2023_3321144 crossref_primary_10_1007_s11082_021_03188_0 crossref_primary_10_1109_TCOMM_2021_3049364 crossref_primary_10_1002_dac_6012 crossref_primary_10_1109_JPHOT_2023_3314664 crossref_primary_10_1109_JIOT_2022_3186065 crossref_primary_10_1002_ett_4294 crossref_primary_10_1109_LWC_2021_3099302 crossref_primary_10_1109_TCCN_2023_3290400 crossref_primary_10_1109_ACCESS_2020_3041311 crossref_primary_10_1109_MCOMSTD_0001_2100016 crossref_primary_10_1109_LWC_2022_3175734 crossref_primary_10_1109_ACCESS_2024_3507856 crossref_primary_10_3390_sym15030739 crossref_primary_10_1002_sat_1401 crossref_primary_10_3390_e23121596 crossref_primary_10_1631_FITEE_2000445 crossref_primary_10_1109_JIOT_2023_3320796 crossref_primary_10_1007_s11082_024_06918_2 crossref_primary_10_1109_LWC_2022_3143214 crossref_primary_10_1109_TAES_2021_3111787 crossref_primary_10_1109_JSYST_2022_3180797 crossref_primary_10_1109_TGCN_2023_3341874 crossref_primary_10_1109_TVT_2023_3301281 |
Cites_doi | 10.1109/ICC.2016.7510735 10.1109/GLOCOM.2017.8255105 10.1109/TVT.2019.2895263 10.1109/AERO.2006.1655897 10.1117/1.OE.53.1.016107 10.1109/TAES.2011.5937283 10.1109/ACCESS.2018.2830801 10.1016/j.phycom.2019.100762 10.1109/GLOCOM.2015.7417746 10.1109/LCOMM.2019.2956526 10.1109/TAES.2019.2952698 10.1145/96877.96930 10.1109/JSAC.2018.2832819 10.1109/TELSKS.2017.8246289 10.1109/COMST.2016.2603518 10.1109/MCOM.2017.1600735 10.1109/LPT.2013.2282836 10.1109/TWC.2016.2524685 10.1109/TIT.2002.1003822 10.1109/TSP.2019.2952045 10.1109/JSAC.2018.2864419 10.1109/JSTSP.2019.2899731 10.1109/JSTSP.2008.922482 10.1002/9781119259411 |
ContentType | Journal Article |
Copyright | Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 |
Copyright_xml | – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2020 |
DBID | 97E RIA RIE AAYXX CITATION 7SP 8FD L7M |
DOI | 10.1109/LWC.2020.2986750 |
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 |
DatabaseTitle | CrossRef Technology Research Database Advanced Technologies Database with Aerospace Electronics & Communications Abstracts |
DatabaseTitleList | Technology Research Database |
Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/ sourceTypes: Publisher |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 2162-2345 |
EndPage | 1239 |
ExternalDocumentID | 10_1109_LWC_2020_2986750 9062335 |
Genre | orig-research |
GrantInformation_xml | – fundername: Shanghai Aerospace Science and Technology Innovation Foundation grantid: SAST2019-095 – fundername: Key International Cooperation Research Project grantid: 61720106003 – fundername: Postgraduate Research and Practice Innovation Program of Jiangsu Province grantid: KYCX19_0950 – fundername: Fund Project in the Field of Basic Strengthening Plan Technology grantid: 2019-JCJQ-JJ-226 |
GroupedDBID | 0R~ 4.4 5VS 6IK 97E AAJGR AARMG AASAJ AAWTH ABAZT ABQJQ ABVLG AGQYO AGSQL AHBIQ AKJIK AKQYR ALMA_UNASSIGNED_HOLDINGS ATWAV BEFXN BFFAM BGNUA BKEBE BPEOZ EBS EJD IES IFIPE IPLJI JAVBF M43 OCL RIA RIE RNS AAYXX CITATION RIG 7SP 8FD L7M |
ID | FETCH-LOGICAL-c291t-776b5066e20968569f3cc350b150262bf2786374c780e59dc5354d9e6e526e9b3 |
IEDL.DBID | RIE |
ISSN | 2162-2337 |
IngestDate | Mon Jun 30 05:09:40 EDT 2025 Thu Apr 24 23:06:45 EDT 2025 Tue Jul 01 02:03:10 EDT 2025 Wed Aug 27 02:32:32 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 8 |
Language | English |
License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c291t-776b5066e20968569f3cc350b150262bf2786374c780e59dc5354d9e6e526e9b3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
ORCID | 0000-0001-7955-7044 0000-0003-4827-1793 0000-0001-8299-6259 0000-0002-2034-6653 0000-0002-0296-436X |
PQID | 2431086936 |
PQPubID | 2040496 |
PageCount | 5 |
ParticipantIDs | ieee_primary_9062335 crossref_primary_10_1109_LWC_2020_2986750 crossref_citationtrail_10_1109_LWC_2020_2986750 proquest_journals_2431086936 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2020-08-01 |
PublicationDateYYYYMMDD | 2020-08-01 |
PublicationDate_xml | – month: 08 year: 2020 text: 2020-08-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Piscataway |
PublicationPlace_xml | – name: Piscataway |
PublicationTitle | IEEE wireless communications letters |
PublicationTitleAbbrev | LWC |
PublicationYear | 2020 |
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 | ref13 ref12 grace (ref8) 2013; 54 ref15 ref14 watkins (ref25) 2004; 64 ref11 ref2 ref1 ref17 ref16 ref19 ref18 (ref10) 2011 ref24 ref23 ref26 ref20 ref22 ref21 wolfram (ref27) 2010 ref29 ref7 ref9 ref4 ref3 jain (ref28) 1984 ref6 ref5 |
References_xml | – year: 2011 ident: ref10 – ident: ref24 doi: 10.1109/ICC.2016.7510735 – year: 2010 ident: ref27 publication-title: Research Mathematica Edition Version 8 0 – ident: ref13 doi: 10.1109/GLOCOM.2017.8255105 – ident: ref4 doi: 10.1109/TVT.2019.2895263 – ident: ref20 doi: 10.1109/AERO.2006.1655897 – ident: ref29 doi: 10.1117/1.OE.53.1.016107 – ident: ref22 doi: 10.1109/TAES.2011.5937283 – ident: ref21 doi: 10.1109/ACCESS.2018.2830801 – volume: 54 start-page: 31 year: 2013 ident: ref8 article-title: Integrated project ABSOLUTE-aerial base stations with opportunistic links for unexpected & temporary events publication-title: IEEE Commun Mag – year: 1984 ident: ref28 publication-title: A Quantitative Measure Of Fairness And Discrimination – ident: ref7 doi: 10.1016/j.phycom.2019.100762 – ident: ref16 doi: 10.1109/GLOCOM.2015.7417746 – ident: ref6 doi: 10.1109/LCOMM.2019.2956526 – ident: ref19 doi: 10.1109/TAES.2019.2952698 – ident: ref26 doi: 10.1145/96877.96930 – ident: ref2 doi: 10.1109/JSAC.2018.2832819 – ident: ref15 doi: 10.1109/TELSKS.2017.8246289 – ident: ref9 doi: 10.1109/COMST.2016.2603518 – ident: ref11 doi: 10.1109/MCOM.2017.1600735 – ident: ref14 doi: 10.1109/LPT.2013.2282836 – ident: ref17 doi: 10.1109/TWC.2016.2524685 – volume: 64 year: 2004 ident: ref25 publication-title: Fundamentals of Matrix Computations – ident: ref18 doi: 10.1109/TIT.2002.1003822 – ident: ref5 doi: 10.1109/TSP.2019.2952045 – ident: ref12 doi: 10.1109/JSAC.2018.2864419 – ident: ref3 doi: 10.1109/JSTSP.2019.2899731 – ident: ref23 doi: 10.1109/JSTSP.2008.922482 – ident: ref1 doi: 10.1002/9781119259411 |
SSID | ssj0000601218 |
Score | 2.5009267 |
Snippet | This letter investigates the multiuser downlink transmission performance of an asymmetric free space optical (FSO)/radio frequency (RF) link. Here, the... |
SourceID | proquest crossref ieee |
SourceType | Aggregation Database Enrichment Source Index Database Publisher |
StartPage | 1235 |
SubjectTerms | asymmetric FSO/RF link Asymmetry Beamforming ergodic capacity Fading channels multiuser scheduling Optical fiber communication Protocols Radio frequency Satellite communication Satellites Scheduling Signal to noise ratio Unmanned aerial vehicles |
Title | Multiuser Scheduling for Asymmetric FSO/RF Links in Satellite-UAV-Terrestrial Networks |
URI | https://ieeexplore.ieee.org/document/9062335 https://www.proquest.com/docview/2431086936 |
Volume | 9 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9swDCbSnrbD2i0bljYddNilwJTYkiVbx6BoEAxLBjSP5WbYMj0UW5Jhdg7drx8lO0H3wLCbD5QhiLT5kSI_ArwlEIGJMhlHWUQ8IpfBsyBEbm0Rx9oGSVObM53pyTJ6v1brDrw79sIgoi8-w4F79Hf5xc7uXaps6Dh1pVQncEJm1vRqHfMpjldE-HSeCLXgJBcfbiUDM_zw6YZiQREMhEkIIge_eCE_VuWPf7F3MOMzmB621tSVfBns63xgf_zG2vi_ez-HZy3SZKPGNJ5DB7cv4Okj_sEurHz7rctTsDkpr3BV6Z8ZwVg2qh42Gzdsy7Lx_OPwbsxc0Fqx-y2bZ57Es0a-HK34Av10D2fGbNaUlFcvYTm-XdxMeDtogVthwpoQts4VYQ8UFNAkSptSWitVkBNaFFrkpYgTLePIxkmAyhRWSRUVBjUqodHk8hWcbndbfA2MArIik2WsMiOjLDdZGMrMFFGEZYKlFT0YHg4-tS0LuRuG8TX10UhgUlJV6lSVtqrqwfVxxbeGgeMfsl138ke59tB70D_oNm0_0SoVBJ0onjNSX_x91SU8ce9uqv36cFp_3-MVIZA6f-NN7yfTuNUV |
linkProvider | IEEE |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Bb9MwFH4q5TA4DNiYVhjMBy5Ic5vYsRMfq2lVYW2RaDt6ixLnZUJsLaLpYfx6np20YgMhbjnYivWek_d9z8_fA3hHIAITZTKOsoh4RCGDZ0GI3NoijrUNkro2ZzzRw3n0caEWLTjb3YVBRF98hl336M_yi5XduFRZz2nqSqkewWNFrCKpb2vtMipOWUT4hJ4IteA0Mt6eSwamN_pyTmxQBF1hEgLJwb045Bur_PE39iFm8AzG28XVlSXfupsq79qfD3Qb_3f1z2G_wZqsX2-OF9DC5QE8_U2B8BCu_AVcl6lgU3Jf4erSrxkBWdZf393eunZblg2mn3qfB8zR1jX7umTTzMt4Vsjn_Ss-Q9_fw21kNqmLytcvYT64mJ0PedNqgVthwoowts4VoQ8URGkSpU0prZUqyAkvCi3yUsSJlnFk4yRAZQqrpIoKgxqV0GhyeQTt5WqJx8CIkhWZLGOVGRllucnCUGamiCIsEyyt6EBva_jUNjrkrh3GTer5SGBSclXqXJU2rurA-92M77UGxz_GHjrL78Y1Ru_Ayda3afORrlNB4IkYnZH61d9nncLecDYepaMPk8vX8MS9p679O4F29WODbwiPVPlbvw1_ATem2Gg |
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=Multiuser+Scheduling+for+Asymmetric+FSO%2FRF+Links+in+Satellite-UAV-Terrestrial+Networks&rft.jtitle=IEEE+wireless+communications+letters&rft.au=Kong%2C+Huaicong&rft.au=Lin%2C+Min&rft.au=Wei-Ping%2C+Zhu&rft.au=Amindavar%2C+Hamidreza&rft.date=2020-08-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=2162-2337&rft.eissn=2162-2345&rft.volume=9&rft.issue=8&rft.spage=1235&rft_id=info:doi/10.1109%2FLWC.2020.2986750&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2162-2337&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2162-2337&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2162-2337&client=summon |