{"id":"https://openalex.org/W4392902891","doi":"https://doi.org/10.1109/icassp48485.2024.10446774","title":"Model-Based Learning for Location-to-Channel Mapping","display_name":"Model-Based Learning for Location-to-Channel Mapping","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392902891","doi":"https://doi.org/10.1109/icassp48485.2024.10446774"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446774","doi":"https://doi.org/10.1109/icassp48485.2024.10446774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446774","pdf_url":null,"source":{"id":"https://openalex.org/S4363607879","display_name":"IEEE International Conference on Acoustics Speech and Signal Processing","issn_l":"1520-6149","issn":["1520-6149","2379-190X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"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":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04526975v1/file/Model-Based_Learning_for_Location-to-Channel_Mapping.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062228753","display_name":"Baptiste Chatelier","orcid":"https://orcid.org/0009-0004-6076-6507","observed_orcids":["https://orcid.org/0009-0004-6076-6507"]},"institutions":[{"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/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I4210143287","display_name":"Institut de Recherche Technologique B-com","ror":"https://ror.org/03cejhk28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210143287"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Baptiste Chatelier","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France","Univ Rennes, INSA Rennes, CNRS, IETR-UMR 6164, Rennes, France","bcom, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]},{"raw_affiliation_string":"Univ Rennes, INSA Rennes, CNRS, IETR-UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]},{"raw_affiliation_string":"bcom, Rennes, France","institution_ids":["https://openalex.org/I4210143287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013280214","display_name":"Luc Le Magoarou","orcid":"https://orcid.org/0000-0001-6531-966X","observed_orcids":["https://orcid.org/0000-0001-6531-966X","https://orcid.org/0000-0002-2871-4406"]},"institutions":[{"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/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luc Le Magoarou","raw_affiliation_strings":["Univ Rennes, INSA Rennes, CNRS, IETR-UMR 6164, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, INSA Rennes, CNRS, IETR-UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073070039","display_name":"Vincent Corlay","orcid":"https://orcid.org/0000-0002-9406-8377","observed_orcids":["https://orcid.org/0000-0002-9406-8377"]},"institutions":[{"id":"https://openalex.org/I4210089619","display_name":"Mitsubishi Electric (France)","ror":"https://ror.org/0075b7k59","country_code":"FR","type":"company","lineage":["https://openalex.org/I1306287861","https://openalex.org/I4210089619","https://openalex.org/I4210133125"]},{"id":"https://openalex.org/I4210143287","display_name":"Institut de Recherche Technologique B-com","ror":"https://ror.org/03cejhk28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210143287"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Corlay","raw_affiliation_strings":["Mitsubishi Electric R&D Centre Europe,Rennes,France","bcom, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mitsubishi Electric R&D Centre Europe,Rennes,France","institution_ids":["https://openalex.org/I4210089619"]},{"raw_affiliation_string":"bcom, Rennes, France","institution_ids":["https://openalex.org/I4210143287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094178898","display_name":"Matthieu Criissi\u00e8re","orcid":null,"observed_orcids":[]},"institutions":[{"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/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I4210143287","display_name":"Institut de Recherche Technologique B-com","ror":"https://ror.org/03cejhk28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210143287"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Criissi\u00e8re","raw_affiliation_strings":["Univ Rennes, INSA Rennes, CNRS, IETR-UMR 6164, Rennes, France","bcom, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, INSA Rennes, CNRS, IETR-UMR 6164, Rennes, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]},{"raw_affiliation_string":"bcom, Rennes, France","institution_ids":["https://openalex.org/I4210143287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3408,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92031686,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"12836","last_page":"12840"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.3495999872684479,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.3495999872684479,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.14319999516010284,"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/T10320","display_name":"Neural Networks and Applications","score":0.08699999749660492,"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/channel-estimation","display_name":"channel estimation","score":0.9480000138282776},{"id":"https://openalex.org/keywords/spectral-bias","display_name":"spectral bias","score":0.7630000114440918},{"id":"https://openalex.org/keywords/hypernetworks","display_name":"hypernetworks","score":0.7889999747276306},{"id":"https://openalex.org/keywords/model-based-neural-networks","display_name":"model-based neural networks","score":0.8090000152587891},{"id":"https://openalex.org/keywords/user-location","display_name":"user location","score":0.39500001072883606},{"id":"https://openalex.org/keywords/wireless-channels","display_name":"wireless channels","score":0.42899999022483826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183037042617798},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6627331376075745},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6258941888809204},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5487438440322876},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.49872374534606934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4358218014240265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3381417989730835},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32041728496551514},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16966626048088074},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446774","doi":"https://doi.org/10.1109/icassp48485.2024.10446774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446774","pdf_url":null,"source":{"id":"https://openalex.org/S4363607879","display_name":"IEEE International Conference on Acoustics Speech and Signal Processing","issn_l":"1520-6149","issn":["1520-6149","2379-190X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"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":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04526975v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04526975","pdf_url":"https://hal.science/hal-04526975v1/file/Model-Based_Learning_for_Location-to-Channel_Mapping.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. &#x27E8;10.1109/icassp48485.2024.10446774&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04526975v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04526975","pdf_url":"https://hal.science/hal-04526975v1/file/Model-Based_Learning_for_Location-to-Channel_Mapping.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. &#x27E8;10.1109/icassp48485.2024.10446774&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392902891.pdf","grobid_xml":"https://content.openalex.org/works/W4392902891.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1997834106","https://openalex.org/W2089217417","https://openalex.org/W2103496339","https://openalex.org/W2137983211","https://openalex.org/W2144902422","https://openalex.org/W2798666066","https://openalex.org/W2897042325","https://openalex.org/W2897097528","https://openalex.org/W2897776801","https://openalex.org/W2948913018","https://openalex.org/W2963290405","https://openalex.org/W2965947666","https://openalex.org/W2971300372","https://openalex.org/W3036234074","https://openalex.org/W3048309201","https://openalex.org/W3085249258","https://openalex.org/W3091391704","https://openalex.org/W3094088110","https://openalex.org/W3103242287","https://openalex.org/W3112170415","https://openalex.org/W3174865552","https://openalex.org/W3191617243","https://openalex.org/W4200150166","https://openalex.org/W4221162285","https://openalex.org/W4304207408","https://openalex.org/W4310841549","https://openalex.org/W6763480078","https://openalex.org/W6864424756","https://openalex.org/W7074140300"],"related_works":["https://openalex.org/W7221201562","https://openalex.org/W4399718770","https://openalex.org/W7074140300","https://openalex.org/W4200630688","https://openalex.org/W2772816077","https://openalex.org/W6958758476","https://openalex.org/W7073532814","https://openalex.org/W4221153959","https://openalex.org/W2151823311","https://openalex.org/W4226060947"],"abstract_inverted_index":{"Modern":[0],"communication":[1,18],"systems":[2],"rely":[3],"on":[4,56,143],"accurate":[5],"channel":[6,19,42],"estimation":[7],"to":[8,24,34,40,80,84],"achieve":[9],"efficient":[10],"and":[11],"reliable":[12],"transmission":[13],"of":[14,53,59,105,128],"information.":[15],"As":[16],"the":[17,25,36,41,54,57,60,97,101,106,116,136],"response":[20],"is":[21,76],"highly":[22],"related":[23],"user's":[26,37],"location,":[27,55],"one":[28],"can":[29],"use":[30],"a":[31,51,91,126],"neural":[32,63,117,138],"network":[33,94,118,139],"map":[35],"spatial":[38],"coordinates":[39],"coefficients.":[43],"However,":[44],"these":[45],"latter":[46],"are":[47],"rapidly":[48],"varying":[49],"as":[50],"function":[52],"order":[58,83],"wavelength.":[61],"Classical":[62],"architectures":[64],"being":[65],"biased":[66],"towards":[67],"learning":[68],"low":[69,98,121],"frequency":[70,99,103,122,130],"functions":[71],"(spectral":[72],"bias),":[73],"such":[74],"mapping":[75,108],"therefore":[77],"notably":[78],"difficult":[79],"learn.":[81],"In":[82],"overcome":[85],"this":[86,88],"limitation,":[87],"paper":[89],"presents":[90],"frugal,":[92],"model-based":[93],"that":[95,135],"separates":[96],"from":[100],"high":[102,129],"components":[104],"target":[107],"function.":[109],"This":[110],"yields":[111],"an":[112],"hypernetwork":[113],"architecture":[114],"where":[115],"only":[119],"learns":[120],"sparse":[123],"coefficients":[124],"in":[125],"dictionary":[127],"components.":[131],"Simulation":[132],"results":[133],"show":[134],"proposed":[137],"outperforms":[140],"standard":[141],"approaches":[142],"realistic":[144],"synthetic":[145],"data.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-03-19T00:00:00"}
