{"id":"https://openalex.org/W2897198085","doi":"https://doi.org/10.1109/tcomm.2018.2875721","title":"Deep Learning Constellation Design for the AWGN Channel With Additive Radar Interference","display_name":"Deep Learning Constellation Design for the AWGN Channel With Additive Radar Interference","publication_year":2018,"publication_date":"2018-10-12","ids":{"openalex":"https://openalex.org/W2897198085","doi":"https://doi.org/10.1109/tcomm.2018.2875721","mag":"2897198085"},"language":"en","primary_location":{"id":"doi:10.1109/tcomm.2018.2875721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2018.2875721","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":true,"oa_status":"green","oa_url":"https://centralesupelec.hal.science/hal-01894498","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038795267","display_name":"Florence Alberge","orcid":"https://orcid.org/0000-0001-7709-9684"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Florence Alberge","raw_affiliation_strings":["Laboratoire des Signaux et Syst\u00e8mes, Universit\u00e9 Paris-Sud-CNRS-CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"raw_orcid":"https://orcid.org/0000-0001-7709-9684","affiliations":[{"raw_affiliation_string":"Laboratoire des Signaux et Syst\u00e8mes, Universit\u00e9 Paris-Sud-CNRS-CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"raw_affiliation_string":"L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)","institution_ids":["https://openalex.org/I4210097418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038795267"],"corresponding_institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":4.0297,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.94758097,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"67","issue":"2","first_page":"1413","last_page":"1423"},"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/additive-white-gaussian-noise","display_name":"Additive white Gaussian noise","score":0.676735520362854},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6367687582969666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5568759441375732},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.5446157455444336},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5419531464576721},{"id":"https://openalex.org/keywords/co-channel-interference","display_name":"Co-channel interference","score":0.530731737613678},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5078108906745911},{"id":"https://openalex.org/keywords/adjacent-channel-interference","display_name":"Adjacent-channel interference","score":0.49786806106567383},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4717465341091156},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.43856069445610046},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4365474581718445},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3625706434249878},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25077927112579346},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10281512141227722},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.076529860496521}],"concepts":[{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.676735520362854},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6367687582969666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5568759441375732},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.5446157455444336},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5419531464576721},{"id":"https://openalex.org/C6532628","wikidata":"https://www.wikidata.org/wiki/Q5137431","display_name":"Co-channel interference","level":4,"score":0.530731737613678},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5078108906745911},{"id":"https://openalex.org/C134222854","wikidata":"https://www.wikidata.org/wiki/Q4683140","display_name":"Adjacent-channel interference","level":4,"score":0.49786806106567383},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4717465341091156},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.43856069445610046},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4365474581718445},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3625706434249878},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25077927112579346},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10281512141227722},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.076529860496521},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcomm.2018.2875721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcomm.2018.2875721","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"},{"id":"pmh:oai:HAL:hal-01894498v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-01894498","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Communications, 2019, 67 (2), pp.1413-1423. &#x27E8;10.1109/tcomm.2018.2875721&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01894498v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-01894498","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Communications, 2019, 67 (2), pp.1413-1423. &#x27E8;10.1109/tcomm.2018.2875721&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1516271827","https://openalex.org/W1972651476","https://openalex.org/W1976334742","https://openalex.org/W2032671678","https://openalex.org/W2039535673","https://openalex.org/W2049783329","https://openalex.org/W2090292418","https://openalex.org/W2104618669","https://openalex.org/W2116895873","https://openalex.org/W2144806018","https://openalex.org/W2145094598","https://openalex.org/W2152998303","https://openalex.org/W2160819228","https://openalex.org/W2164987783","https://openalex.org/W2206128797","https://openalex.org/W2444276111","https://openalex.org/W2474313632","https://openalex.org/W2584052536","https://openalex.org/W2584943905","https://openalex.org/W2734408173","https://openalex.org/W2767026489","https://openalex.org/W2773170662","https://openalex.org/W2796193075","https://openalex.org/W2963622214","https://openalex.org/W2997574889","https://openalex.org/W6630767037","https://openalex.org/W6681096077"],"related_works":["https://openalex.org/W1928848793","https://openalex.org/W1984684938","https://openalex.org/W2058540564","https://openalex.org/W2539466918","https://openalex.org/W4233145029","https://openalex.org/W2982710897","https://openalex.org/W1562763595","https://openalex.org/W2065246066","https://openalex.org/W3202642382","https://openalex.org/W2002582289"],"abstract_inverted_index":{"Radar":[0],"and":[1,19,46,56,104],"wireless":[2,23],"communication":[3,73,146],"coexistence":[4],"is":[5,28,50,61,77,102,119,141,160],"considered":[6,134],"in":[7,22,43,65,80,148,168],"this":[8,44,110],"paper":[9],"as":[10,30],"a":[11,62,161],"possible":[12,142],"solution":[13],"to":[14,52,121,136,143,173],"face":[15],"the":[16,81,88,92,98,105,114,117,126,137,145,149,156],"exploding":[17],"demand":[18],"rising":[20],"congestion":[21],"networks.":[24],"The":[25],"transmission":[26],"medium":[27],"modeled":[29],"an":[31,47,84],"AWGN":[32],"channel":[33],"with":[34,72,165],"additive":[35],"radar":[36,152],"interference.":[37],"Standard":[38],"constellations":[39,55],"are":[40,132],"not":[41],"optimal":[42,99,111],"context,":[45],"auto-encoder":[48],"(AE)":[49],"used":[51],"design":[53],"proper":[54],"corresponding":[57],"receiver":[58],"devices.":[59],"AE":[60,106,118],"powerful":[63],"tool":[64],"neural":[66],"networks":[67],"that":[68,124,139],"shares":[69],"strong":[70],"similarities":[71],"systems.":[74],"This":[75,159],"technique":[76],"particularly":[78],"relevant":[79],"lack":[82],"of":[83,87,151,155],"analytical":[85],"expression":[86],"loss":[89],"function.":[90],"In":[91,113],"asymptotic":[93],"region":[94],"(high":[95],"interference":[96,153,157,177],"regime),":[97],"constellation":[100],"shape":[101],"known":[103],"always":[107],"converges":[108],"toward":[109],"solution.":[112],"other":[115],"regions,":[116],"able":[120],"yield":[122],"solutions":[123,170],"outperform":[125],"standard":[127],"configurations.":[128],"Several":[129],"demapping":[130],"alternatives":[131],"also":[133],"leading":[135],"conclusion":[138],"it":[140],"maintain":[144],"link":[147],"presence":[150],"independently":[154],"power.":[158],"step":[162],"further":[163],"compared":[164],"previous":[166],"works":[167],"which":[169],"were":[171],"limited":[172],"low":[174],"or":[175],"high":[176],"regimes.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
