{"id":"https://openalex.org/W4401808844","doi":"https://doi.org/10.1109/iswcs61526.2024.10639062","title":"Soft Partitioning of Latent Space for Semantic Channel Equalization","display_name":"Soft Partitioning of Latent Space for Semantic Channel Equalization","publication_year":2024,"publication_date":"2024-07-14","ids":{"openalex":"https://openalex.org/W4401808844","doi":"https://doi.org/10.1109/iswcs61526.2024.10639062"},"language":"en","primary_location":{"id":"doi:10.1109/iswcs61526.2024.10639062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswcs61526.2024.10639062","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 19th International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"proceedings-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/A5092464148","display_name":"Tom\u00e1s H\u00fcttebr\u00e4ucker","orcid":null},"institutions":[{"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/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":true,"raw_author_name":"Tom\u00e1s H\u00fcttebr\u00e4ucker","raw_affiliation_strings":["Université Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000"],"affiliations":[{"raw_affiliation_string":"Université Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028270135","display_name":"Mohamed Sana","orcid":"https://orcid.org/0000-0001-5644-5840"},"institutions":[{"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/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":"Mohamed Sana","raw_affiliation_strings":["Université Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000"],"affiliations":[{"raw_affiliation_string":"Université Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050392672","display_name":"Emilio Calvanese Strinati","orcid":"https://orcid.org/0000-0001-9346-8478"},"institutions":[{"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/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":false,"raw_author_name":"Emilio Calvanese Strinati","raw_affiliation_strings":["Université Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000"],"affiliations":[{"raw_affiliation_string":"Université Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092464148"],"corresponding_institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I4210150049"],"apc_list":null,"apc_paid":null,"fwci":0.425,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61790292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9842000007629395,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9842000007629395,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9639000296592712,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9628999829292297,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7032167911529541},{"id":"https://openalex.org/keywords/semantic-space","display_name":"Semantic space","score":0.6382176280021667},{"id":"https://openalex.org/keywords/probabilistic-latent-semantic-analysis","display_name":"Probabilistic latent semantic analysis","score":0.543458878993988},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.540838360786438},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4948384165763855},{"id":"https://openalex.org/keywords/equalization","display_name":"Equalization (audio)","score":0.48160526156425476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3104618191719055},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18146029114723206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032167911529541},{"id":"https://openalex.org/C2986420190","wikidata":"https://www.wikidata.org/wiki/Q39045939","display_name":"Semantic space","level":2,"score":0.6382176280021667},{"id":"https://openalex.org/C112933361","wikidata":"https://www.wikidata.org/wiki/Q2845258","display_name":"Probabilistic latent semantic analysis","level":2,"score":0.543458878993988},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.540838360786438},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4948384165763855},{"id":"https://openalex.org/C75755367","wikidata":"https://www.wikidata.org/wiki/Q104531076","display_name":"Equalization (audio)","level":3,"score":0.48160526156425476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3104618191719055},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18146029114723206},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iswcs61526.2024.10639062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswcs61526.2024.10639062","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 19th International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:cea-04758881v1","is_oa":false,"landing_page_url":"https://cea.hal.science/cea-04758881","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 19th International Symposium on Wireless Communication Systems (ISWCS), Jul 2024, Rio de Janeiro, Brazil. pp.1-6, ⟨10.1109/ISWCS61526.2024.10639062⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2041905826","https://openalex.org/W2145339207","https://openalex.org/W2946889564","https://openalex.org/W3048804154","https://openalex.org/W3134818623","https://openalex.org/W3176048614","https://openalex.org/W3180974649","https://openalex.org/W3206039297","https://openalex.org/W4392152957","https://openalex.org/W4392905447","https://openalex.org/W4400811084","https://openalex.org/W6844715639"],"related_works":["https://openalex.org/W4389358162","https://openalex.org/W2111020819","https://openalex.org/W4312327035","https://openalex.org/W2361268878","https://openalex.org/W1513715668","https://openalex.org/W2897122874","https://openalex.org/W632671069","https://openalex.org/W1548872565","https://openalex.org/W2121847905","https://openalex.org/W2964273259"],"abstract_inverted_index":{"Semantic":[0],"channel":[1],"equalization":[2,101,156],"has":[3],"emerged":[4],"as":[5],"a":[6,28,39,73,105,123,141],"solution":[7],"to":[8,19,108],"address":[9],"language":[10],"mismatch":[11],"in":[12,66,94],"multi-user":[13],"semantic":[14,43,52,63,78,129],"communications.":[15],"This":[16],"approach":[17],"aims":[18],"align":[20],"the":[21,42,50,51,59,62,69,77,81,100,110,113,117,128,148,152,155],"latent":[22],"spaces":[23],"of":[24,41,61,96,112,127,147,154],"an":[25],"encoder":[26],"and":[27,35,80,121,144],"decoder":[29],"which":[30,98,115],"were":[31],"not":[32],"jointly":[33],"trained":[34],"it":[36],"relies":[37],"on":[38,49,89],"partition":[40,65,114,146],"(latent)":[44],"space":[45,64,79],"into":[46],"atoms":[47,111],"based":[48,88],"meaning.":[53],"In":[54,84],"this":[55],"work":[56],"we":[57,135],"explore":[58],"role":[60],"scenarios":[67],"where":[68],"task":[70],"structure":[71],"involves":[72],"one-to-many":[74],"mapping":[75],"between":[76],"action":[82],"space.":[83],"such":[85],"scenarios,":[86],"partitioning":[87,139],"hard":[90],"inference":[91],"results":[92,93],"loss":[95],"information":[97],"degrades":[99],"performance.":[102],"We":[103],"propose":[104],"soft":[106,118,138],"criterion":[107],"derive":[109],"leverages":[116],"decoder\u2019s":[119],"output":[120],"offers":[122],"more":[124,142],"comprehensive":[125],"understanding":[126],"space\u2019s":[130],"structure.":[131],"Through":[132],"empirical":[133],"validation,":[134],"demonstrate":[136],"that":[137],"yields":[140],"descriptive":[143],"regular":[145],"space,":[149],"consequently":[150],"enhancing":[151],"performance":[153],"algorithm.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}