{"id":"https://openalex.org/W3167603521","doi":"https://doi.org/10.1109/jsac.2021.3088634","title":"Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning","display_name":"Reconfigurable Intelligent Surface-Assisted Aerial-Terrestrial Communications via Multi-Task Learning","publication_year":2021,"publication_date":"2021-06-14","ids":{"openalex":"https://openalex.org/W3167603521","doi":"https://doi.org/10.1109/jsac.2021.3088634","mag":"3167603521"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2021.3088634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2021.3088634","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03358009","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100645992","display_name":"Xuelin Cao","orcid":"https://orcid.org/0000-0002-6221-0754"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Xuelin Cao","raw_affiliation_strings":["Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028362101","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-6275-8904"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076730859","display_name":"Chongwen Huang","orcid":"https://orcid.org/0000-0001-8398-8437"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongwen Huang","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","International Joint Innovation Center, Zhejiang University, Haining, China","Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"International Joint Innovation Center, Zhejiang University, Haining, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking (IPCAN), Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060020877","display_name":"Chau Yuen","orcid":"https://orcid.org/0000-0002-9307-2120"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chau Yuen","raw_affiliation_strings":["Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore"],"affiliations":[{"raw_affiliation_string":"Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081612175","display_name":"Marco Di Renzo","orcid":"https://orcid.org/0000-0003-0772-8793"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marco Di Renzo","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CNRS, CentraleSup\u00e9lec, Laboratoire des Signaux et Syst\u00e8mes, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CNRS, CentraleSup\u00e9lec, Laboratoire des Signaux et Syst\u00e8mes, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":null},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]},{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Kyung Hee University, Seoul, South Korea","University of Houston, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100645992"],"corresponding_institution_ids":["https://openalex.org/I152815399"],"apc_list":null,"apc_paid":null,"fwci":9.2468,"has_fulltext":false,"cited_by_count":115,"citation_normalized_percentile":{"value":0.98618515,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"39","issue":"10","first_page":"3035","last_page":"3050"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8745256066322327},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.629076361656189},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5926631093025208},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5350939035415649},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5005960464477539},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.46677178144454956},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.45326870679855347},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45046466588974},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4491925537586212},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.44790172576904297},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42563438415527344},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29067856073379517},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15230080485343933}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8745256066322327},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.629076361656189},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5926631093025208},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5350939035415649},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5005960464477539},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.46677178144454956},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.45326870679855347},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45046466588974},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4491925537586212},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.44790172576904297},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42563438415527344},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29067856073379517},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15230080485343933},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jsac.2021.3088634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2021.3088634","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03358009v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03358009","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal on Selected Areas in Communications, 2021, ⟨10.1109/jsac.2021.3088634⟩","raw_type":"Journal articles"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/160442","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/160442","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03358009v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03358009","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal on Selected Areas in Communications, 2021, ⟨10.1109/jsac.2021.3088634⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1726467477","display_name":null,"funder_award_id":"NSF EARS-1839818","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"},{"id":"https://openalex.org/G2273049818","display_name":null,"funder_award_id":"18RT0073","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"},{"id":"https://openalex.org/G2688733623","display_name":null,"funder_award_id":"CNS-1731424","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"},{"id":"https://openalex.org/G2829588946","display_name":null,"funder_award_id":"AISG-GC-2019-003","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G3271398155","display_name":null,"funder_award_id":"871464","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4633075835","display_name":null,"funder_award_id":"CNS1717454","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"},{"id":"https://openalex.org/G5273079942","display_name":null,"funder_award_id":"CNS-1702850","funder_id":"https://openalex.org/F4320333591","funder_display_name":"Multidisciplinary University Research Initiative"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320333591","display_name":"Multidisciplinary University Research Initiative","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W2003757868","https://openalex.org/W2206930994","https://openalex.org/W2268751503","https://openalex.org/W2528788999","https://openalex.org/W2604436698","https://openalex.org/W2609053064","https://openalex.org/W2624871570","https://openalex.org/W2738731084","https://openalex.org/W2783184536","https://openalex.org/W2783189583","https://openalex.org/W2791801736","https://openalex.org/W2805161269","https://openalex.org/W2886485362","https://openalex.org/W2889655092","https://openalex.org/W2891191577","https://openalex.org/W2891354184","https://openalex.org/W2950077417","https://openalex.org/W2962804513","https://openalex.org/W2962847915","https://openalex.org/W2962889437","https://openalex.org/W2963061782","https://openalex.org/W2963121727","https://openalex.org/W2963177943","https://openalex.org/W2963249373","https://openalex.org/W2963523817","https://openalex.org/W2963555336","https://openalex.org/W2963899602","https://openalex.org/W2964114200","https://openalex.org/W2969519626","https://openalex.org/W2971912794","https://openalex.org/W2990747873","https://openalex.org/W2994008524","https://openalex.org/W3000577820","https://openalex.org/W3005112765","https://openalex.org/W3005476696","https://openalex.org/W3009563387","https://openalex.org/W3011747750","https://openalex.org/W3013719647","https://openalex.org/W3019497660","https://openalex.org/W3023078779","https://openalex.org/W3026439725","https://openalex.org/W3034281970","https://openalex.org/W3034533409","https://openalex.org/W3038283497","https://openalex.org/W3038498700","https://openalex.org/W3041653465","https://openalex.org/W3043220753","https://openalex.org/W3048433592","https://openalex.org/W3087258725","https://openalex.org/W3088898206","https://openalex.org/W3098405735","https://openalex.org/W3100218246","https://openalex.org/W3105288790","https://openalex.org/W3109039904","https://openalex.org/W3132919426","https://openalex.org/W3133971993","https://openalex.org/W3134746776","https://openalex.org/W3138193098","https://openalex.org/W6739365718","https://openalex.org/W6777631306","https://openalex.org/W6781836615","https://openalex.org/W6783968130"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2760721665","https://openalex.org/W2360932317","https://openalex.org/W3118170786","https://openalex.org/W2912284747","https://openalex.org/W2372426168","https://openalex.org/W4200038496","https://openalex.org/W2375193409","https://openalex.org/W2377373413"],"abstract_inverted_index":{"The":[0,44],"aerial-terrestrial":[1,84],"communication":[2,85],"system":[3,20,86,139,181],"constitutes":[4],"an":[5,89,97,123],"efficient":[6],"paradigm":[7],"for":[8],"supporting":[9],"and":[10,62,78,109,183],"complementing":[11],"terrestrial":[12],"communications.":[13],"However,":[14],"the":[15,27,76,83,104,137,149,152,158,173,180,185],"benefits":[16],"of":[17,47,82,167],"such":[18],"a":[19,55,116,130],"cannot":[21],"be":[22],"fully":[23],"exploited,":[24],"especially":[25],"when":[26],"line-of-sight":[28],"(LoS)":[29],"transmissions":[30],"are":[31,112],"prone":[32],"to":[33,37,58,135,146,151],"severe":[34],"deterioration":[35],"due":[36],"complex":[38],"propagation":[39],"environments":[40],"in":[41,71,102,115],"urban":[42],"areas.":[43],"emerging":[45],"technology":[46],"reconfigurable":[48],"intelligent":[49],"surfaces":[50],"(RISs)":[51],"has":[52],"recently":[53],"become":[54],"potential":[56],"solution":[57,150],"mitigate":[59],"propagation-induced":[60],"impairments":[61],"improve":[63],"wireless":[64],"network":[65],"coverage.":[66],"Motivated":[67],"by":[68,87,163],"these":[69],"considerations,":[70],"this":[72,119],"paper,":[73],"we":[74,95,121],"address":[75],"coverage":[77],"link":[79],"performance":[80],"problems":[81],"proposing":[88],"RIS-assisted":[90,99,124,175],"transmission":[91,100,107,111,125,176],"strategy.":[92],"In":[93],"particular,":[94],"design":[96],"adaptive":[98],"protocol,":[101],"which":[103],"channel":[105],"estimation,":[106],"strategy,":[108],"data":[110],"independently":[113],"implemented":[114],"frame.":[117],"On":[118],"basis,":[120],"formulate":[122],"strategy":[126],"optimization":[127],"problem":[128],"as":[129],"mixed-integer":[131],"non-linear":[132],"program":[133],"(MINLP)":[134],"maximize":[136],"overall":[138],"throughput.":[140],"We":[141],"then":[142],"employ":[143],"multi-task":[144,156],"learning":[145],"speed":[147],"up":[148],"problem.":[153],"Benefiting":[154],"from":[155],"learning,":[157],"computation":[159],"time":[160],"is":[161],"reduced":[162],"about":[164],"four":[165],"orders":[166],"magnitude.":[168],"Numerical":[169],"results":[170],"show":[171],"that":[172],"proposed":[174],"protocol":[177],"significantly":[178],"improves":[179],"throughput":[182],"reduces":[184],"transmit":[186],"power.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":13}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}