{"id":"https://openalex.org/W2922048308","doi":"https://doi.org/10.1109/jsac.2019.2904361","title":"Joint Transceiver Optimization for Wireless Communication PHY Using Neural Network","display_name":"Joint Transceiver Optimization for Wireless Communication PHY Using Neural Network","publication_year":2019,"publication_date":"2019-03-11","ids":{"openalex":"https://openalex.org/W2922048308","doi":"https://doi.org/10.1109/jsac.2019.2904361","mag":"2922048308"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2019.2904361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2019.2904361","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031613608","display_name":"Banghua Zhu","orcid":"https://orcid.org/0000-0002-7320-3533"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Banghua Zhu","raw_affiliation_strings":["Electrical Engineering Department, University of California at Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of California at Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379884","display_name":"Jintao Wang","orcid":"https://orcid.org/0000-0002-5245-5379"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jintao Wang","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038102691","display_name":"Longzhuang He","orcid":"https://orcid.org/0000-0002-9600-4772"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longzhuang He","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403297","display_name":"Jian Song","orcid":"https://orcid.org/0000-0002-6066-9510"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Song","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031613608"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":8.59,"has_fulltext":false,"cited_by_count":114,"citation_normalized_percentile":{"value":0.98068363,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"37","issue":"6","first_page":"1364","last_page":"1373"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9976999759674072,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9936000108718872,"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/computer-science","display_name":"Computer science","score":0.8809154033660889},{"id":"https://openalex.org/keywords/fading","display_name":"Fading","score":0.5923700332641602},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.5304098725318909},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.48347073793411255},{"id":"https://openalex.org/keywords/demodulation","display_name":"Demodulation","score":0.46320095658302307},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.461581289768219},{"id":"https://openalex.org/keywords/linear-network-coding","display_name":"Linear network coding","score":0.4563792645931244},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.45041510462760925},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.39394593238830566},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.3921815752983093},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.36234936118125916},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3525552451610565},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33021193742752075},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2917158901691437},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20895060896873474},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.08544307947158813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8809154033660889},{"id":"https://openalex.org/C81978471","wikidata":"https://www.wikidata.org/wiki/Q1196572","display_name":"Fading","level":3,"score":0.5923700332641602},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.5304098725318909},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.48347073793411255},{"id":"https://openalex.org/C195251586","wikidata":"https://www.wikidata.org/wiki/Q1185939","display_name":"Demodulation","level":3,"score":0.46320095658302307},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.461581289768219},{"id":"https://openalex.org/C138293262","wikidata":"https://www.wikidata.org/wiki/Q1089578","display_name":"Linear network coding","level":3,"score":0.4563792645931244},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.45041510462760925},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.39394593238830566},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.3921815752983093},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.36234936118125916},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3525552451610565},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33021193742752075},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2917158901691437},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20895060896873474},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.08544307947158813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2019.2904361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2019.2904361","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7776570610","display_name":null,"funder_award_id":"61471221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W169539560","https://openalex.org/W1534416612","https://openalex.org/W1581686289","https://openalex.org/W1992360673","https://openalex.org/W1997834106","https://openalex.org/W2017795724","https://openalex.org/W2059956682","https://openalex.org/W2064675550","https://openalex.org/W2087377426","https://openalex.org/W2091005538","https://openalex.org/W2098781321","https://openalex.org/W2100495367","https://openalex.org/W2116334496","https://openalex.org/W2119144962","https://openalex.org/W2135815242","https://openalex.org/W2147389341","https://openalex.org/W2164536085","https://openalex.org/W2191948661","https://openalex.org/W2541651303","https://openalex.org/W2543606931","https://openalex.org/W2584943905","https://openalex.org/W2589785008","https://openalex.org/W2618746189","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2736402963","https://openalex.org/W2962956060","https://openalex.org/W2963408536","https://openalex.org/W2963622214","https://openalex.org/W2963889719","https://openalex.org/W2964231443","https://openalex.org/W4297824792","https://openalex.org/W6606918967","https://openalex.org/W6747916894"],"related_works":["https://openalex.org/W1996543123","https://openalex.org/W4388516297","https://openalex.org/W2010761432","https://openalex.org/W2919167754","https://openalex.org/W2886374543","https://openalex.org/W2951937695","https://openalex.org/W1194392288","https://openalex.org/W2361299381","https://openalex.org/W2946460361","https://openalex.org/W2121921304"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"has":[2],"a":[3,28,50],"wide":[4],"application":[5],"in":[6,40,107],"the":[7,36,56,93,133,136],"area":[8],"of":[9,21,58,77,95,109],"natural":[10],"language":[11],"processing":[12,15],"and":[13,38,61,104,112],"image":[14],"due":[16],"to":[17,53,68,80,84,101,130,143],"its":[18],"strong":[19],"ability":[20],"generalization.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"propose":[27],"novel":[29],"neural":[30,96],"network":[31,139],"structure":[32],"for":[33],"jointly":[34],"optimizing":[35],"transmitter":[37],"receiver":[39],"communication":[41,148],"physical":[42],"layer":[43],"under":[44,116],"fading":[45,117],"channels.":[46,118],"We":[47],"build":[48],"up":[49],"convolutional":[51],"autoencoder":[52],"simultaneously":[54],"conduct":[55],"role":[57],"modulation,":[59],"equalization,":[60],"demodulation.":[62],"The":[63,88,119],"proposed":[64,120,137],"system":[65,98,121,138],"is":[66,99,140],"able":[67],"design":[69],"different":[70,85],"mapping":[71],"scheme":[72],"from":[73],"input":[74],"bit":[75,113],"sequences":[76],"arbitrary":[78],"length":[79],"constellation":[81],"symbols":[82],"according":[83],"channel":[86,144],"environments.":[87],"simulation":[89],"results":[90],"show":[91],"that":[92],"performance":[94],"network-based":[97],"superior":[100],"traditional":[102,147],"modulation":[103],"equalization":[105],"methods":[106],"terms":[108],"time":[110],"complexity":[111],"error":[114],"rate":[115],"can":[122],"also":[123],"be":[124],"combined":[125],"with":[126],"other":[127],"coding":[128],"techniques":[129],"further":[131],"improve":[132],"performance.":[134],"Furthermore,":[135],"more":[141],"robust":[142],"variation":[145],"than":[146],"methods.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":7}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}