{"id":"https://openalex.org/W4317418791","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012783","title":"Towards Implementation of Neural Networks for Non-Coherent Detection MIMO systems","display_name":"Towards Implementation of Neural Networks for Non-Coherent Detection MIMO systems","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4317418791","doi":"https://doi.org/10.1109/vtc2022-fall57202.2022.10012783"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2022-fall57202.2022.10012783","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2022-fall57202.2022.10012783","pdf_url":null,"source":{"id":"https://openalex.org/S4363607792","display_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cea.hal.science/cea-03856556","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032030485","display_name":"Alexis Falempin","orcid":"https://orcid.org/0000-0003-4073-4490"},"institutions":[{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210117989","display_name":"Direction de la Recherche Technologique","ror":"https://ror.org/02ggzyd20","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210117989"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alexis Falempin","raw_affiliation_strings":["Leti, Univ. Grenoble Alpes,CEA,F-38000 Grenoble,France","CEA, Leti, Univ. Grenoble Alpes, F-38000 Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Leti, Univ. Grenoble Alpes,CEA,F-38000 Grenoble,France","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I4210117989","https://openalex.org/I3020098449","https://openalex.org/I2738703131","https://openalex.org/I899635006"]},{"raw_affiliation_string":"CEA, Leti, Univ. Grenoble Alpes, F-38000 Grenoble, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056623008","display_name":"Julien Schmitt","orcid":"https://orcid.org/0000-0002-3452-6655"},"institutions":[{"id":"https://openalex.org/I4210113354","display_name":"Economie Publique","ror":"https://ror.org/02z9j6m75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210113354","https://openalex.org/I4210115779"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Schmitt","raw_affiliation_strings":["VSORA,13 Rue Jeanne Braconnier,92360 Meudon,France","13 Rue Jeanne Braconnier, VSORA, 92360 Meudon, France"],"affiliations":[{"raw_affiliation_string":"VSORA,13 Rue Jeanne Braconnier,92360 Meudon,France","institution_ids":["https://openalex.org/I4210113354"]},{"raw_affiliation_string":"13 Rue Jeanne Braconnier, VSORA, 92360 Meudon, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020552556","display_name":"Trung Dung Nguyen","orcid":"https://orcid.org/0000-0001-8011-016X"},"institutions":[{"id":"https://openalex.org/I4210113354","display_name":"Economie Publique","ror":"https://ror.org/02z9j6m75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954","https://openalex.org/I4210088668","https://openalex.org/I4210113354","https://openalex.org/I4210115779"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Trung Dung Nguyen","raw_affiliation_strings":["VSORA,13 Rue Jeanne Braconnier,92360 Meudon,France","13 Rue Jeanne Braconnier, VSORA, 92360 Meudon, France"],"affiliations":[{"raw_affiliation_string":"VSORA,13 Rue Jeanne Braconnier,92360 Meudon,France","institution_ids":["https://openalex.org/I4210113354"]},{"raw_affiliation_string":"13 Rue Jeanne Braconnier, VSORA, 92360 Meudon, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086933979","display_name":"Jean\u2010Baptiste Dor\u00e9","orcid":"https://orcid.org/0000-0001-6673-5876"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210117989","display_name":"Direction de la Recherche Technologique","ror":"https://ror.org/02ggzyd20","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210117989"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]},{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Dore","raw_affiliation_strings":["Leti, Univ. Grenoble Alpes,CEA,F-38000 Grenoble,France","CEA, Leti, Univ. Grenoble Alpes, F-38000 Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Leti, Univ. Grenoble Alpes,CEA,F-38000 Grenoble,France","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I4210117989","https://openalex.org/I3020098449","https://openalex.org/I2738703131","https://openalex.org/I899635006"]},{"raw_affiliation_string":"CEA, Leti, Univ. Grenoble Alpes, F-38000 Grenoble, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032030485"],"corresponding_institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I3020098449","https://openalex.org/I4210117989","https://openalex.org/I4210150049","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":0.6401,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64218566,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9991999864578247,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9991999864578247,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9990000128746033,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9987999796867371,"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/mimo","display_name":"MIMO","score":0.6544895768165588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6449965238571167},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.550357460975647},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30146467685699463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2689005732536316},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.08074331283569336}],"concepts":[{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6544895768165588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6449965238571167},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.550357460975647},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30146467685699463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2689005732536316},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.08074331283569336}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/vtc2022-fall57202.2022.10012783","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/vtc2022-fall57202.2022.10012783","pdf_url":null,"source":{"id":"https://openalex.org/S4363607792","display_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:cea-03856556v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-03856556","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":"https://vtsociety.org/event/conference/96th-ieee-vehicular-technology-conference","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:cea-04372217v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-04372217","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":"2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), Sep 2022, Londres, United Kingdom. pp.1-5, &#x27E8;10.1109/VTC2022-Fall57202.2022.10012783&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:cea-03856556v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-03856556","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":"https://vtsociety.org/event/conference/96th-ieee-vehicular-technology-conference","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2207050309","https://openalex.org/W2800902774","https://openalex.org/W2888066470","https://openalex.org/W2900919434","https://openalex.org/W2955897898","https://openalex.org/W2966038277","https://openalex.org/W2969077220","https://openalex.org/W2972137186","https://openalex.org/W3137147200","https://openalex.org/W3142457648","https://openalex.org/W3208274227","https://openalex.org/W4206336135","https://openalex.org/W4295312788","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"this":[1,61],"paper,":[2],"we":[3,63,96,114,132],"propose":[4,64],"the":[5,82,86,91,99,103,117,120,129,148],"use":[6],"of":[7,34,88,102,119,144],"quantized":[8],"neural":[9],"networks":[10],"(NNs)":[11],"to":[12,47,50,80,122,156],"perform":[13,81],"non":[14],"coherent":[15],"MIMO":[16],"detector":[17],"in":[18,38,60],"sub-TeraHertz":[19],"(THz)":[20],"communications.":[21],"Implementing":[22],"NNs":[23],"is":[24],"challenging":[25],"because":[26],"operations":[27],"are":[28],"performed":[29],"using":[30],"a":[31,140],"high":[32,135,158,161],"number":[33],"bits.":[35],"This":[36],"results":[37,111],"slow":[39],"and":[40,54,152,160],"energy":[41,55,162],"consuming":[42],"computations.":[43],"Then,":[44],"quantization":[45,89,150],"appears":[46],"be":[48],"essential":[49],"consider":[51],"low":[52],"latency":[53],"efficient":[56],"communication":[57],"systems.":[58],"Specifically,":[59],"work,":[62],"quantizing":[65],"our":[66,107],"designed":[67],"NN":[68,121],"performing":[69],"demapping":[70],"operation.":[71],"We":[72,84],"employ":[73],"VSORA\u2019s":[74],"digital":[75],"signal":[76],"processor":[77],"(DSP)":[78],"architecture":[79],"quantization.":[83],"observe":[85],"impact":[87],"on":[90,128],"bit":[92],"error":[93],"rate.":[94],"Moreover,":[95],"also":[97],"evaluate":[98],"power":[100,142],"computation":[101],"proposed":[104,149],"DSP":[105,153],"regarding":[106],"NN.":[108],"Our":[109],"simulation":[110],"show":[112],"that":[113],"can":[115],"quantize":[116],"weights":[118],"only":[123,145],"6-bits":[124],"with":[125,139],"neglectable":[126],"degradation":[127],"performance.":[130],"Besides,":[131],"expect":[133],"achieving":[134],"throughput":[136,159],"(>":[137],"1Gbps),":[138],"peak":[141],"consumption":[143],"0.58W.":[146],"Thus,":[147],"scheme":[151],"design":[154],"allow":[155],"achieve":[157],"efficiency.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
