{"id":"https://openalex.org/W2942286780","doi":"https://doi.org/10.1109/access.2019.2912600","title":"Molecular Communications: Model-Based and Data-Driven Receiver Design and Optimization","display_name":"Molecular Communications: Model-Based and Data-Driven Receiver Design and Optimization","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2942286780","doi":"https://doi.org/10.1109/access.2019.2912600","mag":"2942286780"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2912600","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2912600","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08695004.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08695004.pdf","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/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"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/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/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"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"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Xuewen Qian","raw_affiliation_strings":["Laboratoire des Signaux et Syst\u00e8mes, CentraleSup\u00e9lec - CNRS - Universit\u00e9 Paris Sud, Universit\u00e9 Paris-Saclay, Paris, 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":"Laboratoire des Signaux et Syst\u00e8mes, CentraleSup\u00e9lec - CNRS - Universit\u00e9 Paris Sud, Universit\u00e9 Paris-Saclay, 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":"middle","author":{"id":"https://openalex.org/A5081612175","display_name":"Marco Di Renzo","orcid":"https://orcid.org/0000-0003-0772-8793"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"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"]},{"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/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/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":false,"raw_author_name":"Marco Di Renzo","raw_affiliation_strings":["Laboratoire des Signaux et Syst\u00e8mes, CentraleSup\u00e9lec - CNRS - Universit\u00e9 Paris Sud, Universit\u00e9 Paris-Saclay, Paris, 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":"Laboratoire des Signaux et Syst\u00e8mes, CentraleSup\u00e9lec - CNRS - Universit\u00e9 Paris Sud, Universit\u00e9 Paris-Saclay, 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/A5046532019","display_name":"Andrew W. Eckford","orcid":"https://orcid.org/0000-0002-9808-1229"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Eckford","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, York University, Toronto, ON, Canada","York University [Toronto] (4700 Keele Street, Toronto, ON, Canada M3J 1P3 - Canada)"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, York University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I192455969"]},{"raw_affiliation_string":"York University [Toronto] (4700 Keele Street, Toronto, ON, Canada M3J 1P3 - Canada)","institution_ids":["https://openalex.org/I192455969"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034398010"],"corresponding_institution_ids":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5875,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.81766216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"53555","last_page":"53565"},"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":0.9951000213623047,"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":0.9940999746322632,"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/molecular-communication","display_name":"Molecular communication","score":0.9250898957252502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7941855192184448},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.7112292051315308},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6790483593940735},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.672484815120697},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6296009421348572},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5659131407737732},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5308740139007568},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3825952708721161},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3556367754936218},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19925108551979065},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1081932783126831},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09136325120925903}],"concepts":[{"id":"https://openalex.org/C2779767902","wikidata":"https://www.wikidata.org/wiki/Q17037278","display_name":"Molecular communication","level":4,"score":0.9250898957252502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7941855192184448},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.7112292051315308},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6790483593940735},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.672484815120697},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6296009421348572},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5659131407737732},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5308740139007568},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3825952708721161},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3556367754936218},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19925108551979065},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1081932783126831},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09136325120925903},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2019.2912600","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2912600","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08695004.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02376620v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-02376620","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":"IEEE Access, 2019, 7, pp.53555-53565. ⟨10.1109/ACCESS.2019.2912600⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-02387575v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02387575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EISSN: 2169-3536","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:3adaae5756c3411dbdb0420bf07b28f4","is_oa":true,"landing_page_url":"https://doaj.org/article/3adaae5756c3411dbdb0420bf07b28f4","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 53555-53565 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2912600","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2912600","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08695004.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2942286780.pdf","grobid_xml":"https://content.openalex.org/works/W2942286780.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1969466142","https://openalex.org/W1984920148","https://openalex.org/W2001493775","https://openalex.org/W2059488492","https://openalex.org/W2108356704","https://openalex.org/W2144244895","https://openalex.org/W2168002711","https://openalex.org/W2344235279","https://openalex.org/W2515867024","https://openalex.org/W2550261428","https://openalex.org/W2607447150","https://openalex.org/W2609251124","https://openalex.org/W2611167443","https://openalex.org/W2776991125","https://openalex.org/W2782623722","https://openalex.org/W2784073239","https://openalex.org/W2896710189","https://openalex.org/W2916179838","https://openalex.org/W2963190722","https://openalex.org/W2963354877","https://openalex.org/W2963922654","https://openalex.org/W2963923293","https://openalex.org/W2964128966","https://openalex.org/W3098477036","https://openalex.org/W3100991707","https://openalex.org/W3102830652","https://openalex.org/W3106133278","https://openalex.org/W4255073686"],"related_works":["https://openalex.org/W4386212476","https://openalex.org/W2150853451","https://openalex.org/W4212960144","https://openalex.org/W2338475247","https://openalex.org/W2997185736","https://openalex.org/W4240016334","https://openalex.org/W4214831766","https://openalex.org/W4300226859","https://openalex.org/W2950822845","https://openalex.org/W2963106371"],"abstract_inverted_index":{"In":[0,29,121],"this":[1,50],"paper,":[2],"we":[3,31,123],"consider":[4],"a":[5,13,21,25,101],"molecular":[6],"communication":[7],"system":[8,92],"that":[9,125,135],"is":[10,52],"made":[11],"of":[12,35,42,49,71,109,139],"3D":[14],"unbounded":[15],"diffusion":[16],"channel":[17,142],"model":[18,70,93],"without":[19],"flow,":[20],"point":[22],"transmitter,":[23],"and":[24,38,55,74,94],"spherical":[26],"absorbing":[27],"receiver.":[28],"particular,":[30],"study":[32],"the":[33,40,57,61,72,75,81,91,107,118,130,140],"impact":[34],"inter-symbol":[36],"interference":[37],"analyze":[39,54],"performance":[41,108,132],"different":[43],"threshold-based":[44,110],"receiver":[45,111,127],"schemes.":[46],"The":[47],"aim":[48],"paper":[51],"to":[53,116],"optimize":[56,117],"receivers":[58,134],"by":[59],"using":[60],"conventional":[62],"model-based":[63],"approach,":[64,78],"which":[65,113],"relies":[66],"on":[67,80],"an":[68],"accurate":[69],"system,":[73],"emerging":[76],"data-driven":[77,126],"which,":[79],"other":[82],"hand,":[83],"does":[84],"not":[85],"need":[86],"any":[87],"apriori":[88],"information":[89],"about":[90],"exploits":[95],"deep":[96],"learning":[97],"tools.":[98],"We":[99],"develop":[100],"general":[102],"analytical":[103],"framework":[104],"for":[105],"analyzing":[106],"schemes,":[112],"are":[114],"suitable":[115],"detection":[119],"threshold.":[120],"addition,":[122],"show":[124],"designs":[128],"yield":[129],"same":[131],"as":[133],"have":[136],"perfect":[137],"knowledge":[138],"underlaying":[141],"model.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}