{"id":"https://openalex.org/W2896826108","doi":"https://doi.org/10.1109/pimrc.2018.8580937","title":"Constellation design with deep learning for downlink non-orthogonal multiple access","display_name":"Constellation design with deep learning for downlink non-orthogonal multiple access","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2896826108","doi":"https://doi.org/10.1109/pimrc.2018.8580937","mag":"2896826108"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2018.8580937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2018.8580937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://centralesupelec.hal.science/hal-01894501","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/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/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"F. Alberge","raw_affiliation_strings":["L2S, Universit\u00e9 Paris-Saclay, France","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"L2S, Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]},{"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":1,"corresponding_author_ids":["https://openalex.org/A5038795267"],"corresponding_institution_ids":["https://openalex.org/I4210097418","https://openalex.org/I277688954"],"apc_list":null,"apc_paid":null,"fwci":0.98201897,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.78568374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":1.0,"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/T10851","display_name":"Optical Wireless Communication Technologies","score":0.9835000038146973,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9796000123023987,"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/telecommunications-link","display_name":"Telecommunications link","score":0.818246603012085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7981895208358765},{"id":"https://openalex.org/keywords/noma","display_name":"Noma","score":0.7162185907363892},{"id":"https://openalex.org/keywords/constellation","display_name":"Constellation","score":0.5900068283081055},{"id":"https://openalex.org/keywords/turbo-code","display_name":"Turbo code","score":0.5866000652313232},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.47601157426834106},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.47598472237586975},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4697566032409668},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4650733470916748},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.42691415548324585},{"id":"https://openalex.org/keywords/constellation-diagram","display_name":"Constellation diagram","score":0.41865861415863037},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4186326265335083},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.37604430317878723},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36514556407928467},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29561981558799744},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2732771635055542},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.2518507242202759},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2151954472064972},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1196194589138031}],"concepts":[{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.818246603012085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981895208358765},{"id":"https://openalex.org/C2775918612","wikidata":"https://www.wikidata.org/wiki/Q994794","display_name":"Noma","level":3,"score":0.7162185907363892},{"id":"https://openalex.org/C70352696","wikidata":"https://www.wikidata.org/wiki/Q8928","display_name":"Constellation","level":2,"score":0.5900068283081055},{"id":"https://openalex.org/C114504821","wikidata":"https://www.wikidata.org/wiki/Q2164281","display_name":"Turbo code","level":3,"score":0.5866000652313232},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.47601157426834106},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.47598472237586975},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4697566032409668},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4650733470916748},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.42691415548324585},{"id":"https://openalex.org/C185837786","wikidata":"https://www.wikidata.org/wiki/Q1782940","display_name":"Constellation diagram","level":4,"score":0.41865861415863037},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4186326265335083},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.37604430317878723},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36514556407928467},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29561981558799744},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2732771635055542},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.2518507242202759},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2151954472064972},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1196194589138031},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pimrc.2018.8580937","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2018.8580937","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01894501v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-01894501","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":"Proceedings of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01894501v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-01894501","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":"Proceedings of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1922937245","https://openalex.org/W2027563534","https://openalex.org/W2033020033","https://openalex.org/W2087646599","https://openalex.org/W2143441977","https://openalex.org/W2145094598","https://openalex.org/W2148622067","https://openalex.org/W2154954240","https://openalex.org/W2296441616","https://openalex.org/W2296761575","https://openalex.org/W2341471227","https://openalex.org/W2402669159","https://openalex.org/W2462659818","https://openalex.org/W2485067769","https://openalex.org/W2522847968","https://openalex.org/W2584943905","https://openalex.org/W2602920276","https://openalex.org/W2618746189","https://openalex.org/W2785859927","https://openalex.org/W2793934635","https://openalex.org/W3099378150","https://openalex.org/W3101450547","https://openalex.org/W6735613865","https://openalex.org/W6748333625"],"related_works":["https://openalex.org/W2082947723","https://openalex.org/W2162782586","https://openalex.org/W1600065361","https://openalex.org/W4393174600","https://openalex.org/W4391496551","https://openalex.org/W2541426150","https://openalex.org/W2388377430","https://openalex.org/W2314551182","https://openalex.org/W4384919582","https://openalex.org/W2989923733"],"abstract_inverted_index":{"The":[0,30,65,105],"non-orthogonal":[1],"multiple":[2],"access":[3,146],"(NOMA)":[4],"technique":[5,130],"is":[6,55,67,131],"considered":[7],"as":[8,117,141,143],"a":[9,74],"key":[10],"component":[11],"for":[12,28,38,52,92,138,144],"the":[13,21,42,45,59,87,99,103],"next":[14],"generation":[15],"cellular":[16],"system.":[17],"In":[18],"downlink":[19,62],"NOMA,":[20],"constellation":[22,53,94],"of":[23,41,61,89,98,102],"several":[24],"users":[25],"are":[26],"superposed":[27],"transmission.":[29],"resulting":[31],"super-constellation":[32],"needs":[33],"to":[34],"be":[35,109,123,136],"carefully":[36],"designed":[37],"allowing":[39],"recovering":[40],"data":[43],"at":[44],"receiver":[46],"side.":[47],"A":[48],"deep":[49],"learning":[50],"method":[51,66,91],"optimization":[54,97],"proposed":[56],"here":[57],"in":[58,77,125],"context":[60],"NOMA":[63],"communications.":[64],"based":[68],"on":[69],"an":[70],"analogy":[71],"between":[72],"auto-encoders,":[73],"powerful":[75],"tool":[76],"neural":[78],"networks,":[79],"and":[80,96,121,134],"communication":[81,127,140],"systems.":[82,128],"Simulation":[83],"results":[84],"have":[85],"verified":[86],"effectiveness":[88],"this":[90],"both":[93],"design":[95],"individual":[100],"receivers":[101],"users.":[104],"optimized":[106],"encoder/decoder":[107],"can":[108,122,135],"successfully":[110],"combined":[111],"with":[112],"iterative":[113],"error-correction":[114],"devices":[115],"such":[116],"turbo-codes":[118],"or":[119],"LDPC":[120],"integrated":[124],"current":[126],"This":[129],"quite":[132],"general":[133],"used":[137],"point-to-point":[139],"well":[142],"multi-user":[145],"under":[147],"various":[148],"channel":[149],"conditions.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}