{"id":"https://openalex.org/W4387987058","doi":"https://doi.org/10.1109/tcomm.2023.3328026","title":"Deep Autoencoder-Based Z-Interference Channels With Perfect and Imperfect CSI","display_name":"Deep Autoencoder-Based Z-Interference Channels With Perfect and Imperfect CSI","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4387987058","doi":"https://doi.org/10.1109/tcomm.2023.3328026"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2023.3328026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2023.3328026","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 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/A5049246578","display_name":"Xinliang Zhang","orcid":"https://orcid.org/0000-0002-0672-2907"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xinliang Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Villanova University, Villanova, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0672-2907","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051900532","display_name":"Mojtaba Vaezi","orcid":"https://orcid.org/0000-0003-3357-4660"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mojtaba Vaezi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Villanova University, Villanova, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3357-4660","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049246578"],"corresponding_institution_ids":["https://openalex.org/I7863295"],"apc_list":null,"apc_paid":null,"fwci":1.1929,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83449324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"72","issue":"2","first_page":"861","last_page":"873"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9997000098228455,"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":0.9997000098228455,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9968000054359436,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9955999851226807,"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/channel-state-information","display_name":"Channel state information","score":0.5731422901153564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5689587593078613},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5174956321716309},{"id":"https://openalex.org/keywords/quadrature-amplitude-modulation","display_name":"Quadrature amplitude modulation","score":0.5066733956336975},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4613701105117798},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.44280967116355896},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43947717547416687},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.418854296207428},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4174628257751465},{"id":"https://openalex.org/keywords/quadrature","display_name":"Quadrature (astronomy)","score":0.41066789627075195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39506763219833374},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3823587894439697},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32685577869415283},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.28760623931884766},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2719424068927765},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1271952986717224},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12601208686828613},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11535194516181946},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10490700602531433}],"concepts":[{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.5731422901153564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5689587593078613},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5174956321716309},{"id":"https://openalex.org/C32409245","wikidata":"https://www.wikidata.org/wiki/Q749753","display_name":"Quadrature amplitude modulation","level":4,"score":0.5066733956336975},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4613701105117798},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.44280967116355896},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43947717547416687},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.418854296207428},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4174628257751465},{"id":"https://openalex.org/C62869609","wikidata":"https://www.wikidata.org/wiki/Q28137","display_name":"Quadrature (astronomy)","level":2,"score":0.41066789627075195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39506763219833374},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3823587894439697},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32685577869415283},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.28760623931884766},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2719424068927765},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1271952986717224},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12601208686828613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11535194516181946},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10490700602531433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcomm.2023.3328026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2023.3328026","pdf_url":null,"source":{"id":"https://openalex.org/S196647941","display_name":"IEEE Transactions on Communications","issn_l":"0090-6778","issn":["0090-6778","1558-0857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2638246093","display_name":null,"funder_award_id":"ECCS-2301778","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1996124484","https://openalex.org/W2052530379","https://openalex.org/W2062610219","https://openalex.org/W2068118751","https://openalex.org/W2071238091","https://openalex.org/W2098175469","https://openalex.org/W2100359132","https://openalex.org/W2102788930","https://openalex.org/W2105744990","https://openalex.org/W2107666350","https://openalex.org/W2110115072","https://openalex.org/W2112544308","https://openalex.org/W2113198493","https://openalex.org/W2120365147","https://openalex.org/W2130781639","https://openalex.org/W2137825530","https://openalex.org/W2139625476","https://openalex.org/W2147055067","https://openalex.org/W2157989362","https://openalex.org/W2162336877","https://openalex.org/W2354913050","https://openalex.org/W2498747189","https://openalex.org/W2734408173","https://openalex.org/W2796193075","https://openalex.org/W2886686944","https://openalex.org/W3005526854","https://openalex.org/W3088492475","https://openalex.org/W3124741809","https://openalex.org/W4290994007","https://openalex.org/W4297824792","https://openalex.org/W4376480880","https://openalex.org/W4387883696","https://openalex.org/W6999787859"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2142795561","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W3155418658","https://openalex.org/W4243199227","https://openalex.org/W1526007253","https://openalex.org/W1552878617"],"abstract_inverted_index":{"A":[0],"deep":[1],"autoencoder":[2],"(DAE)-based":[3],"structure":[4,24,94,137],"for":[5,146],"end-to-end":[6],"communication":[7],"over":[8],"the":[9,27,46,60,70,112,122,140,143,147,156,172,191,231,237,241],"two-user":[10],"Z-interference":[11],"channel":[12,102],"(ZIC)":[13],"with":[14,75,100,126,171,188],"finite-alphabet":[15],"inputs":[16],"is":[17,57,95,124,158,186,233],"designed":[18],"in":[19,59,160],"this":[20],"paper.":[21],"The":[22,92,106,119,135,217],"proposed":[23,93,136],"jointly":[25],"optimizes":[26],"two":[28,127,211,221],"encoder/decoder":[29],"pairs":[30],"and":[31,68,114,132,149,166,168,210],"generates":[32],"interference-aware":[33],"constellations":[34,74,86],"that":[35,155,230],"dynamically":[36],"adapt":[37],"their":[38],"shape":[39],"based":[40],"on":[41],"interference":[42,162,198,238],"intensity":[43],"to":[44,62,72,83,98,110,190,236,240],"minimize":[45],"bit":[47],"error":[48,227],"rate":[49],"(BER).":[50],"An":[51],"in-phase/quadrature-phase":[52],"(I/Q)":[53],"power":[54,66],"allocation":[55],"layer":[56],"introduced":[58],"DAE":[61],"guarantee":[63],"an":[64,180],"average":[65],"constraint":[67],"enable":[69],"architecture":[71],"generate":[73],"nonuniform":[76],"shapes.":[77],"This":[78],"brings":[79],"further":[80],"gain":[81],"compared":[82,125,239],"standard":[84,131],"uniform":[85],"such":[87],"as":[88],"quadrature":[89],"amplitude":[90],"modulation.":[91],"then":[96],"extended":[97],"work":[99],"imperfect":[101,150],"state":[103],"information":[104],"(CSI).":[105],"CSI":[107],"imperfection":[108],"due":[109],"both":[111,145],"estimation":[113],"quantization":[115,226],"errors":[116],"are":[117,215],"examined.":[118],"performance":[120,141],"of":[121,142,182,223],"DAE-ZIC":[123,232],"baseline":[128],"methods,":[129],"i.e.,":[130],"rotated":[133],"constellations.":[134],"significantly":[138],"enhances":[139],"ZIC":[144],"perfect":[148],"CSI.":[151],"Simulation":[152],"results":[153],"show":[154],"improvement":[157],"achieved":[159],"all":[161],"regimes":[163],"(weak,":[164],"moderate,":[165],"strong)":[167],"consistently":[169],"increases":[170],"signal-to-noise":[173],"ratio":[174],"(SNR).":[175],"For":[176],"instance,":[177],"more":[178,234],"than":[179],"order":[181],"magnitude":[183,224],"BER":[184],"reduction":[185],"obtained":[187],"respect":[189],"most":[192],"competitive":[193],"conventional":[194,242],"method":[195],"at":[196],"weak":[197],"when":[199,225],"<inline-formula":[200],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[201],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[202],"<tex-math":[203],"notation=\"LaTeX\">$\\rm":[204],"SNR":[205],"&gt;":[206],"15":[207],"dB$":[208],"</tex-math></inline-formula>":[209],"bits":[212],"per":[213],"symbol":[214],"transmitted.":[216],"improvements":[218],"reach":[219],"about":[220],"orders":[222],"exists,":[228],"indicating":[229],"robust":[235],"methods.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
