{"id":"https://openalex.org/W4392152999","doi":"https://doi.org/10.1109/globecom54140.2023.10437739","title":"Conditional Generative Adversarial Networks for Rx-to-Tx Translation in Wireless Communication Systems","display_name":"Conditional Generative Adversarial Networks for Rx-to-Tx Translation in Wireless Communication Systems","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152999","doi":"https://doi.org/10.1109/globecom54140.2023.10437739"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437739","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-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/A5015886631","display_name":"El Mehdi Amhoud","orcid":"https://orcid.org/0000-0001-6630-5083"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Mehdi Amhoud","raw_affiliation_strings":["College of Computing, Mohammed VI Polytechnic University,Ben Guerir,Morocco","College of Computing, Mohammed VI Polytechnic University, Ben Guerir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing, Mohammed VI Polytechnic University,Ben Guerir,Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"College of Computing, Mohammed VI Polytechnic University, Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065165118","display_name":"Mohammed Jouhari","orcid":"https://orcid.org/0000-0001-5406-8594"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Jouhari","raw_affiliation_strings":["College of Computing, Mohammed VI Polytechnic University,Ben Guerir,Morocco","College of Computing, Mohammed VI Polytechnic University, Ben Guerir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing, Mohammed VI Polytechnic University,Ben Guerir,Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"College of Computing, Mohammed VI Polytechnic University, Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058275772","display_name":"Taras Maksymyuk","orcid":"https://orcid.org/0000-0002-2739-9862"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Taras Maksymyuk","raw_affiliation_strings":["Lviv Polytechnic National University,Department of Telecommunications,Lviv,Ukraine","Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Department of Telecommunications,Lviv,Ukraine","institution_ids":["https://openalex.org/I98435010"]},{"raw_affiliation_string":"Department of Telecommunications, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013672968","display_name":"Kawtar Zerhouni","orcid":"https://orcid.org/0000-0001-8042-3617"},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Kawtar Zerhouni","raw_affiliation_strings":["College of Computing, Mohammed VI Polytechnic University,Ben Guerir,Morocco","College of Computing, Mohammed VI Polytechnic University, Ben Guerir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computing, Mohammed VI Polytechnic University,Ben Guerir,Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"College of Computing, Mohammed VI Polytechnic University, Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036440733","display_name":"Khalil Ibrahimi","orcid":"https://orcid.org/0000-0002-9682-9555"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalil Ibrahimi","raw_affiliation_strings":["Ibn Tofail University,Faculty of Sciences, Laboratory of Research in Informatics (LaRI),Kenitra,Morocco","Faculty of Sciences, Laboratory of Research in Informatics (LaRI), Ibn Tofail University, Kenitra, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Faculty of Sciences, Laboratory of Research in Informatics (LaRI),Kenitra,Morocco","institution_ids":["https://openalex.org/I3121676899"]},{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Research in Informatics (LaRI), Ibn Tofail University, Kenitra, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20862337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7629","last_page":"7634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/adversarial-system","display_name":"Adversarial system","score":0.7744584679603577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7223963737487793},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6617457270622253},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6610389947891235},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4575958847999573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45097583532333374},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4374282658100128},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4107401371002197},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35003745555877686},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34872615337371826},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20855489373207092}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7744584679603577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7223963737487793},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6617457270622253},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6610389947891235},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4575958847999573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45097583532333374},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4374282658100128},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4107401371002197},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35003745555877686},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34872615337371826},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20855489373207092},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437739","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W595252221","https://openalex.org/W2125389028","https://openalex.org/W2900237763","https://openalex.org/W2913246292","https://openalex.org/W2954660257","https://openalex.org/W2963073614","https://openalex.org/W2963326381","https://openalex.org/W2994488336","https://openalex.org/W2994970036","https://openalex.org/W3096831136","https://openalex.org/W3099234949","https://openalex.org/W3128607711","https://openalex.org/W3163053569","https://openalex.org/W4225757441","https://openalex.org/W4285289213","https://openalex.org/W4286579595","https://openalex.org/W4292546383","https://openalex.org/W4320559971","https://openalex.org/W4376455422","https://openalex.org/W4385804985","https://openalex.org/W6678815747"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Wireless":[0],"communication":[1,48,76,198],"systems":[2,77],"rely":[3],"on":[4,120],"channel":[5,41,90,184],"estimation":[6,42,91,185],"and":[7,12,36,43,50,92,112,136,178,186,195],"equalization":[8,44,93,187],"to":[9,73,87,107,172,192],"ensure":[10],"reliable":[11],"efficient":[13,194],"data":[14,98,106],"transmission.":[15],"However,":[16],"with":[17,182],"the":[18,57,61,97,108,114,134,148,153,170,175],"increasing":[19],"demand":[20],"for":[21,40,127,142],"high":[22,47],"connectivity":[23],"in":[24,46,161],"massive":[25],"IoT":[26],"networks,":[27],"these":[28],"processes":[29],"are":[30],"facing":[31],"significant":[32],"challenges.":[33],"The":[34],"complexity":[35,177],"intensive":[37],"computation":[38],"required":[39],"results":[45,132],"latency":[49],"power":[51],"consumption,":[52],"which":[53,123],"can":[54,190],"ultimately":[55],"prevent":[56],"transceiver":[58],"from":[59,104],"restoring":[60],"originally":[62],"transmitted":[63,110],"signal.":[64],"In":[65],"this":[66,139],"paper,":[67],"we":[68,151],"propose":[69],"a":[70,80,102,121,162],"novel":[71],"approach":[72,168],"simplify":[74],"wireless":[75,197],"by":[78],"using":[79],"conditional":[81],"generative":[82],"adversarial":[83],"network":[84],"(cGAN)":[85],"model":[86],"replace":[88],"both":[89],"blocks.":[94,188],"We":[95],"formulate":[96],"recovery":[99],"task":[100],"as":[101],"translation":[103,118],"received":[105],"corresponding":[109],"signal":[111],"introduce":[113],"concept":[115],"of":[116,138,159],"Rx-to-Tx":[117],"based":[119],"cGAN,":[122],"was":[124],"initially":[125],"developed":[126],"image-to-image":[128],"translation.":[129],"Our":[130,166],"preliminary":[131],"demonstrate":[133],"feasibility":[135],"effectiveness":[137],"approach,":[140],"particularly":[141],"digital":[143],"modulations.":[144],"By":[145],"carefully":[146],"tuning":[147],"model's":[149],"hyperparameters,":[150],"achieve":[152],"theoretical":[154],"symbol":[155],"error":[156],"rate":[157],"(SER)":[158],"QAMs":[160],"Rayleigh":[163],"propagation":[164],"channel.":[165],"proposed":[167],"has":[169],"potential":[171],"significantly":[173],"reduce":[174],"computational":[176],"overhead":[179],"typically":[180],"associated":[181],"traditional":[183],"This":[189],"lead":[191],"more":[193],"cost-effective":[196],"systems.":[199]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}