{"id":"https://openalex.org/W4200631944","doi":"https://doi.org/10.1109/twc.2022.3178055","title":"Learning-Based Adaptive IRS Control With Limited Feedback Codebooks","display_name":"Learning-Based Adaptive IRS Control With Limited Feedback Codebooks","publication_year":2022,"publication_date":"2022-06-02","ids":{"openalex":"https://openalex.org/W4200631944","doi":"https://doi.org/10.1109/twc.2022.3178055"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2022.3178055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2022.3178055","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Transactions on Wireless Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100405463","display_name":"Jung-Hoon Kim","orcid":"https://orcid.org/0000-0002-6900-6772"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junghoon Kim","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-6900-6772","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059750214","display_name":"Seyyedali Hosseinalipour","orcid":"https://orcid.org/0000-0003-4266-4000"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seyyedali Hosseinalipour","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":"https://orcid.org/0000-0003-4266-4000","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015663944","display_name":"Andrew C. Marcum","orcid":"https://orcid.org/0000-0001-5993-7234"},"institutions":[{"id":"https://openalex.org/I1306686416","display_name":"RTX (United States)","ror":"https://ror.org/0354t7b78","country_code":"US","type":"company","lineage":["https://openalex.org/I1306686416"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew C. Marcum","raw_affiliation_strings":["Raytheon BBN Technologies, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5993-7234","affiliations":[{"raw_affiliation_string":"Raytheon BBN Technologies, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1306686416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101925384","display_name":"Taejoon Kim","orcid":"https://orcid.org/0000-0002-4017-9530"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taejoon Kim","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, USA"],"raw_orcid":"https://orcid.org/0000-0002-4017-9530","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, KS, USA","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001355478","display_name":"David J. Love","orcid":"https://orcid.org/0000-0001-5922-4787"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Love","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":"https://orcid.org/0000-0001-5922-4787","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020399355","display_name":"Christopher G. Brinton","orcid":"https://orcid.org/0000-0003-2771-3521"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher G. Brinton","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"raw_orcid":"https://orcid.org/0000-0003-2771-3521","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6786,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.83110574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"21","issue":"11","first_page":"9566","last_page":"9581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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":0.9998999834060669,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/codebook","display_name":"Codebook","score":0.9188930988311768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7619591951370239},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.4984314441680908},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.47882014513015747},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46731895208358765},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4672622084617615},{"id":"https://openalex.org/keywords/block-error-rate","display_name":"Block Error Rate","score":0.44299745559692383},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.42710012197494507},{"id":"https://openalex.org/keywords/code-word","display_name":"Code word","score":0.42033326625823975},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.41926246881484985},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34588271379470825},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.277706503868103},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.22979724407196045},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1741374433040619},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16457900404930115},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10408186912536621},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.09827664494514465}],"concepts":[{"id":"https://openalex.org/C127759330","wikidata":"https://www.wikidata.org/wiki/Q637416","display_name":"Codebook","level":2,"score":0.9188930988311768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7619591951370239},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.4984314441680908},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.47882014513015747},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46731895208358765},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4672622084617615},{"id":"https://openalex.org/C2776639698","wikidata":"https://www.wikidata.org/wiki/Q4927140","display_name":"Block Error Rate","level":3,"score":0.44299745559692383},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.42710012197494507},{"id":"https://openalex.org/C153207627","wikidata":"https://www.wikidata.org/wiki/Q863873","display_name":"Code word","level":3,"score":0.42033326625823975},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.41926246881484985},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34588271379470825},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.277706503868103},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.22979724407196045},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1741374433040619},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16457900404930115},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10408186912536621},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.09827664494514465},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2022.3178055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2022.3178055","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Transactions on Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1369795577","display_name":null,"funder_award_id":"CNS1955561","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2473949271","display_name":null,"funder_award_id":"CNS-2146171","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7606552644","display_name":null,"funder_award_id":"N00014-21-1-2472","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8005777691","display_name":null,"funder_award_id":"W15QKN-15-9-1004","funder_id":"https://openalex.org/F4320318238","funder_display_name":"National Spectrum Consortium"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320318238","display_name":"National Spectrum Consortium","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1997834106","https://openalex.org/W2034651337","https://openalex.org/W2042172691","https://openalex.org/W2074863717","https://openalex.org/W2098745442","https://openalex.org/W2099238939","https://openalex.org/W2101224330","https://openalex.org/W2113271807","https://openalex.org/W2115543075","https://openalex.org/W2120449325","https://openalex.org/W2120898255","https://openalex.org/W2130521103","https://openalex.org/W2130601106","https://openalex.org/W2152953137","https://openalex.org/W2163323183","https://openalex.org/W2167005403","https://openalex.org/W2171231808","https://openalex.org/W2480567117","https://openalex.org/W2805166665","https://openalex.org/W2903136240","https://openalex.org/W2945534522","https://openalex.org/W2950077417","https://openalex.org/W2963864421","https://openalex.org/W2969424089","https://openalex.org/W2984937369","https://openalex.org/W2990747873","https://openalex.org/W2995330189","https://openalex.org/W3007936529","https://openalex.org/W3011747750","https://openalex.org/W3028703596","https://openalex.org/W3034448035","https://openalex.org/W3035049807","https://openalex.org/W3038076970","https://openalex.org/W3088767314","https://openalex.org/W3100544904","https://openalex.org/W3104300639","https://openalex.org/W3121122428","https://openalex.org/W3134746776","https://openalex.org/W3138384399","https://openalex.org/W3166771497","https://openalex.org/W3175883525","https://openalex.org/W3182131121","https://openalex.org/W3203630573","https://openalex.org/W3214334574","https://openalex.org/W4302570325","https://openalex.org/W6684205842","https://openalex.org/W6684921986"],"related_works":["https://openalex.org/W2369939250","https://openalex.org/W2355032504","https://openalex.org/W1588525449","https://openalex.org/W2050865889","https://openalex.org/W2145406111","https://openalex.org/W1966593131","https://openalex.org/W2393018242","https://openalex.org/W4376277154","https://openalex.org/W4384933762","https://openalex.org/W4387250799"],"abstract_inverted_index":{"Intelligent":[0],"reflecting":[1],"surfaces":[2],"(IRS)":[3],"consist":[4],"of":[5,17,53,111,159],"configurable":[6],"meta-atoms,":[7,41],"which":[8,88,160],"can":[9],"change":[10],"the":[11,28,40,43,50,54,58,68,72,76,95,99,109,115,137,163,182],"wireless":[12],"propagation":[13],"environment":[14],"through":[15],"design":[16],"their":[18],"reflection":[19,30,45],"coefficients.":[20],"We":[21,139,167],"consider":[22],"a":[23,79,122,131],"practical":[24],"setting":[25,106],"where":[26,129],"(i)":[27],"IRS":[29,44,59,77,85,155],"coefficients":[31,46],"are":[32,47,101,193],"configured":[33],"by":[34,49,196],"adjusting":[35],"tunable":[36],"elements":[37],"embedded":[38],"in":[39,62,104],"(ii)":[42],"affected":[48],"incident":[51],"angles":[52],"incoming":[55],"signals,":[56],"(iii)":[57],"is":[60,134],"deployed":[61],"multi-path,":[63],"time-varying":[64],"channels,":[65],"and":[66,93,114,150,176,185],"(iv)":[67],"feedback":[69,117,127],"link":[70],"from":[71],"base":[73],"station":[74],"to":[75,98,108,136],"has":[78],"low":[80,116],"data":[81,183,187],"rate.":[82,118],"Conventional":[83],"optimization-based":[84],"control":[86,156],"protocols,":[87],"rely":[89],"on":[90,174],"channel":[91,112],"estimation":[92,113],"conveying":[94],"optimized":[96],"variables":[97],"IRS,":[100],"not":[102],"applicable":[103],"this":[105],"due":[107],"difficulty":[110],"Therefore,":[119],"we":[120],"develop":[121,169],"novel":[123],"adaptive":[124,144],"codebook-based":[125],"limited":[126],"protocol":[128],"only":[130,161],"codeword":[132],"index":[133],"transferred":[135],"IRS.":[138],"propose":[140],"two":[141],"solutions":[142],"for":[143],"codebook":[145],"design,":[146],"random":[147],"adjacency":[148],"(RA)":[149],"deep":[151],"neural":[152],"network":[153],"policy-based":[154],"(DPIC),":[157],"both":[158],"require":[162],"end-to-end":[164],"compound":[165],"channels.":[166],"further":[168],"several":[170],"augmented":[171],"schemes":[172],"based":[173],"RA":[175],"DPIC.":[177],"Numerical":[178],"evaluations":[179],"show":[180],"that":[181],"rate":[184,188],"average":[186],"over":[189],"one":[190],"coherence":[191],"time":[192],"improved":[194],"substantially":[195],"our":[197],"schemes.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}