{"id":"https://openalex.org/W2896710189","doi":"https://doi.org/10.1109/iswcs.2018.8491088","title":"Receiver Design in Molecular Communications: An Approach Based on Artificial Neural Networks","display_name":"Receiver Design in Molecular Communications: An Approach Based on Artificial Neural Networks","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2896710189","doi":"https://doi.org/10.1109/iswcs.2018.8491088","mag":"2896710189"},"language":"en","primary_location":{"id":"doi:10.1109/iswcs.2018.8491088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswcs.2018.8491088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01923667","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034398010","display_name":"Xuewen Qian","orcid":"https://orcid.org/0000-0002-9956-4281"},"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":false,"raw_author_name":"Xuewen Qian","raw_affiliation_strings":["Paris-Saclay University, CNRS - CcntralcSup\u00e9l\u00e9c - Universit\u00e9 Paris Sud, Paris, France","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, CNRS - CcntralcSup\u00e9l\u00e9c - Universit\u00e9 Paris Sud, Paris, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081612175","display_name":"Marco Di Renzo","orcid":"https://orcid.org/0000-0003-0772-8793"},"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":false,"raw_author_name":"Marco Di Renzo","raw_affiliation_strings":["Paris-Saclay University, CNRS - CcntralcSup\u00e9l\u00e9c - Universit\u00e9 Paris Sud, Paris, France","L2S - Laboratoire des signaux et syst\u00e8mes (Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, CNRS - CcntralcSup\u00e9l\u00e9c - Universit\u00e9 Paris Sud, Paris, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I102197404","https://openalex.org/I1294671590"]},{"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":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4068,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.80391256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T13052","display_name":"Molecular Communication and Nanonetworks","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11932","display_name":"Wireless Body Area Networks","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7663371562957764},{"id":"https://openalex.org/keywords/molecular-communication","display_name":"Molecular communication","score":0.694541871547699},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6598151922225952},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6020531058311462},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.5914817452430725},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5182642936706543},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5127567052841187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48972728848457336},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4458610415458679},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3858400881290436},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.174918532371521}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663371562957764},{"id":"https://openalex.org/C2779767902","wikidata":"https://www.wikidata.org/wiki/Q17037278","display_name":"Molecular communication","level":4,"score":0.694541871547699},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6598151922225952},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6020531058311462},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.5914817452430725},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5182642936706543},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5127567052841187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48972728848457336},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4458610415458679},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3858400881290436},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.174918532371521},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iswcs.2018.8491088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iswcs.2018.8491088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01923667v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01923667","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":"15th International Symposium on Wireless Communication Systems (ISWCS 2018), Aug 2018, Lisbon, Portugal. ⟨10.1109/ISWCS.2018.8491088⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-02376558v1","is_oa":false,"landing_page_url":"https://hal-centralesupelec.archives-ouvertes.fr/hal-02376558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 15th International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-02395899v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02395899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 15th International Symposium on Wireless Communication Systems (ISWCS)","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01923667v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01923667","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":"15th International Symposium on Wireless Communication Systems (ISWCS 2018), Aug 2018, Lisbon, Portugal. ⟨10.1109/ISWCS.2018.8491088⟩","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":15,"referenced_works":["https://openalex.org/W1984920148","https://openalex.org/W2059488492","https://openalex.org/W2168002711","https://openalex.org/W2344235279","https://openalex.org/W2515867024","https://openalex.org/W2609251124","https://openalex.org/W2611167443","https://openalex.org/W2782623722","https://openalex.org/W2963922654","https://openalex.org/W2964128966","https://openalex.org/W3098477036","https://openalex.org/W3100991707","https://openalex.org/W3102830652","https://openalex.org/W4255073686","https://openalex.org/W6748519599"],"related_works":["https://openalex.org/W1963570780","https://openalex.org/W2788958820","https://openalex.org/W4226378883","https://openalex.org/W4313315793","https://openalex.org/W3015383773","https://openalex.org/W2952645156","https://openalex.org/W4286822800","https://openalex.org/W2165384719","https://openalex.org/W3007751526","https://openalex.org/W4225474400"],"abstract_inverted_index":{"The":[0],"design":[1,57,113,135],"of":[2,10,64,73,96,116,127,136,149,184],"communication":[3,17,21,55,118,144],"systems":[4],"typically":[5],"relies":[6],"on":[7,100,158],"the":[8,15,32,69,94,112,125,134,147,174,185],"development":[9],"mathematical":[11],"models":[12,26,33,86],"that":[13,154,180],"describe":[14],"underlying":[16],"channel.":[18],"In":[19,47,91,120],"many":[20],"systems,":[22],"however,":[23],"accurate":[24,37,84],"channel":[25,187],"may":[27,34,104],"not":[28,35,41],"be":[29,36,163],"known,":[30],"or":[31,39],"enough":[38],"even":[40],"available":[42],"for":[43,76,87,131],"efficient":[44],"system":[45,56,145],"design.":[46],"these":[48],"scenarios,":[49],"a":[50,142,155,178],"completely":[51],"new":[52],"approach":[53],"to":[54,82,133],"and":[58,108,114,152,171],"analysis":[59,115],"is":[60,79],"required.":[61],"An":[62],"example":[63],"such":[65],"situations":[66],"arises":[67],"in":[68,146],"emerging":[70],"research":[71],"field":[72],"molecular":[74,117,143],"communications,":[75],"which":[77],"it":[78],"very":[80],"difficult":[81],"develop":[83],"analytical":[85],"several":[88],"operating":[89],"scenarios.":[90],"this":[92,121],"context,":[93],"use":[95],"data-driven":[97],"techniques":[98],"based":[99,157],"artificial":[101,128,159],"neural":[102,129,160],"networks":[103,130,161],"provide":[105,173],"an":[106],"alternative":[107],"suitable":[109],"solution":[110],"towards":[111],"systems.":[119],"paper,":[122],"we":[123],"explore":[124],"potential":[126],"application":[132],"robust":[137],"receiver":[138,156,179],"schemes.":[139],"We":[140],"study":[141],"presence":[148],"inter-symbol":[150],"interference":[151],"show":[153],"can":[162,172],"trained":[164],"by":[165],"using":[166],"only":[167],"empirical":[168],"(raw)":[169],"data":[170],"same":[175],"performance":[176],"as":[177],"has":[181],"perfect":[182],"knowledge":[183],"underlaying":[186],"model.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}