{"id":"https://openalex.org/W4382053110","doi":"https://doi.org/10.1109/icccs57501.2023.10150798","title":"A Deep Learning Based Receiver for Wireless Communications Systems With Unknown Channel Models","display_name":"A Deep Learning Based Receiver for Wireless Communications Systems With Unknown Channel Models","publication_year":2023,"publication_date":"2023-04-21","ids":{"openalex":"https://openalex.org/W4382053110","doi":"https://doi.org/10.1109/icccs57501.2023.10150798"},"language":"en","primary_location":{"id":"doi:10.1109/icccs57501.2023.10150798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs57501.2023.10150798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","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/A5008131938","display_name":"Meng Li","orcid":"https://orcid.org/0000-0002-7095-0170"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Li","raw_affiliation_strings":["School of Information and Communications Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318682","display_name":"Li Sun","orcid":"https://orcid.org/0000-0002-9471-0235"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Sun","raw_affiliation_strings":["School of Information and Communications Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373201","display_name":"Yichen Wang","orcid":"https://orcid.org/0000-0003-4593-2605"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichen Wang","raw_affiliation_strings":["School of Information and Communications Engineering, Xi'an Jiaotong University,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communications Engineering, Xi'an Jiaotong University,Xi'an,China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008131938"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.3497,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6380404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"588","last_page":"596"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9771999716758728,"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":0.7852145433425903},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.6281301379203796},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6276365518569946},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5720215439796448},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4940255284309387},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.48216933012008667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47341567277908325},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.46464845538139343},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.458302766084671},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.434452623128891},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35472989082336426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3291718363761902},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23394110798835754},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14791467785835266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08259695768356323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7852145433425903},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.6281301379203796},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6276365518569946},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5720215439796448},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4940255284309387},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.48216933012008667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47341567277908325},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.46464845538139343},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.458302766084671},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.434452623128891},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35472989082336426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3291718363761902},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23394110798835754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14791467785835266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08259695768356323},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs57501.2023.10150798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs57501.2023.10150798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2102483328","https://openalex.org/W2106440681","https://openalex.org/W2137510168","https://openalex.org/W2146855674","https://openalex.org/W2157903917","https://openalex.org/W2168002711","https://openalex.org/W2294680892","https://openalex.org/W2402251768","https://openalex.org/W2483918710","https://openalex.org/W2732276820","https://openalex.org/W2734408173","https://openalex.org/W2755577605","https://openalex.org/W2898609634","https://openalex.org/W2911696931","https://openalex.org/W2916238263","https://openalex.org/W2919115771","https://openalex.org/W2963190722","https://openalex.org/W2963889719","https://openalex.org/W2964121960","https://openalex.org/W3011529237","https://openalex.org/W3014127772","https://openalex.org/W3047523230","https://openalex.org/W3080327351","https://openalex.org/W3081788876","https://openalex.org/W3100991707","https://openalex.org/W3104593624","https://openalex.org/W3111000293","https://openalex.org/W3115757756","https://openalex.org/W3164550117","https://openalex.org/W3188401775","https://openalex.org/W4214878784","https://openalex.org/W4220707047","https://openalex.org/W4290996849","https://openalex.org/W6681625926"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W410723623","https://openalex.org/W2413243053","https://openalex.org/W2015341305","https://openalex.org/W4225593417","https://openalex.org/W2035068594","https://openalex.org/W2059783833","https://openalex.org/W2573498121","https://openalex.org/W1856957993","https://openalex.org/W1966535600"],"abstract_inverted_index":{"In":[0,29],"this":[1,30,53],"paper,":[2],"we":[3],"consider":[4],"the":[5,14,40,44,64,75,81,84,98,101,105,117,120,125,138,141,148],"signal":[6,71],"detection":[7,65,72],"problem":[8],"for":[9,43],"practical":[10],"communication":[11],"systems":[12],"where":[13],"transmission":[15],"suffers":[16],"from":[17,67,107],"non-idealities":[18],"effects":[19],"such":[20],"as":[21],"I/Q":[22],"imbalance,":[23],"non-Gaussian":[24],"noise,":[25],"and":[26,69,92,110,137],"amplifier":[27],"nonlinearity.":[28],"context,":[31],"traditional":[32],"model-based":[33],"receiver":[34,59,102],"algorithms":[35],"are":[36],"not":[37],"applicable":[38],"because":[39],"exact":[41],"model":[42],"end-":[45],"to-end":[46],"channel":[47,77,90],"is":[48,60,94,113,128,144],"unavailable.":[49],"To":[50,79],"deal":[51],"with":[52],"challenge,":[54],"a":[55],"deep":[56],"learning":[57,109,112],"based":[58],"developed,":[61],"which":[62],"learns":[63],"criterion":[66],"data":[68],"realizes":[70],"without":[73],"knowing":[74],"underlying":[76],"model.":[78],"improve":[80],"generalizability":[82],"of":[83,100,119,124,132,140],"proposed":[85,126,142],"detector,":[86],"domain":[87],"knowledge":[88],"in":[89,130],"estimation":[91],"equalization":[93],"used":[95],"to":[96,115,147],"guide":[97],"design":[99,143],"structure.":[103],"Moreover,":[104],"idea":[106],"transfer":[108],"adversarial":[111],"adopted":[114],"assist":[116],"training":[118],"network.":[121],"The":[122],"performance":[123],"detector":[127],"evaluated":[129],"terms":[131],"bit":[133],"error":[134],"rate":[135],"(BER),":[136],"superiority":[139],"shown":[145],"compared":[146],"state-of-the-art":[149],"technologies.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}