{"id":"https://openalex.org/W2993040984","doi":"https://doi.org/10.1109/tsp.2019.2957636","title":"CSI-Independent Non-Linear Signal Detection in Molecular Communications","display_name":"CSI-Independent Non-Linear Signal Detection in Molecular Communications","publication_year":2019,"publication_date":"2019-12-04","ids":{"openalex":"https://openalex.org/W2993040984","doi":"https://doi.org/10.1109/tsp.2019.2957636","mag":"2993040984"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2019.2957636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2019.2957636","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Signal Processing","raw_type":"journal-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/A5100365151","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-1998-819X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Li","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062362866","display_name":"Weisi Guo","orcid":"https://orcid.org/0000-0003-3524-3953"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weisi Guo","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, U.K"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389021","display_name":"Xiang Wang","orcid":"https://orcid.org/0000-0002-3355-6262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang Wang","raw_affiliation_strings":["Beijing Jianyi Corporation Limited Company, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Jianyi Corporation Limited Company, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009213856","display_name":"Yansha Deng","orcid":"https://orcid.org/0000-0003-1001-7036"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yansha Deng","raw_affiliation_strings":["Department of Informatics, King&#x0027;s College London, London, U.K","Department of Informatics, King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, King&#x0027;s College London, London, U.K","institution_ids":[]},{"raw_affiliation_string":"Department of Informatics, King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048205117","display_name":"Yueheng Lan","orcid":"https://orcid.org/0000-0002-2950-8022"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueheng Lan","raw_affiliation_strings":["School of Sciences, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Sciences, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101832765","display_name":"Chenglin Zhao","orcid":"https://orcid.org/0000-0002-4270-5717"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglin Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002265731","display_name":"Arumugam Nallanathan","orcid":"https://orcid.org/0000-0001-8337-5884"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arumugam Nallanathan","raw_affiliation_strings":["School of Electronic Engineering and Computer Sciences, Queen Mary University of London, London, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Computer Sciences, Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100365151"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":1.3904,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.80186911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"68","issue":null,"first_page":"97","last_page":"112"},"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9958999752998352,"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"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9937000274658203,"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":0.840914249420166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.723528265953064},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.6194663047790527},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5485091209411621},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.4794796407222748},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4729851484298706},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.4629002809524536},{"id":"https://openalex.org/keywords/intersymbol-interference","display_name":"Intersymbol interference","score":0.4577788710594177},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44186633825302124},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.43542391061782837},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.43010830879211426},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.42676854133605957},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3856060206890106},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35531994700431824},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3412975072860718},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.28877395391464233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2856423556804657},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10829192399978638},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.10759210586547852}],"concepts":[{"id":"https://openalex.org/C2779767902","wikidata":"https://www.wikidata.org/wiki/Q17037278","display_name":"Molecular communication","level":4,"score":0.840914249420166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.723528265953064},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.6194663047790527},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5485091209411621},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4794796407222748},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4729851484298706},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4629002809524536},{"id":"https://openalex.org/C97812054","wikidata":"https://www.wikidata.org/wiki/Q2166055","display_name":"Intersymbol interference","level":3,"score":0.4577788710594177},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44186633825302124},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.43542391061782837},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.43010830879211426},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.42676854133605957},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3856060206890106},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35531994700431824},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3412975072860718},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.28877395391464233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2856423556804657},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10829192399978638},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.10759210586547852},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2019.2957636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2019.2957636","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5230612707","display_name":null,"funder_award_id":"61971050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W639085254","https://openalex.org/W1899608148","https://openalex.org/W1963236846","https://openalex.org/W1968019922","https://openalex.org/W1973151289","https://openalex.org/W1982806451","https://openalex.org/W1983844815","https://openalex.org/W1984380587","https://openalex.org/W1984920148","https://openalex.org/W1991671533","https://openalex.org/W1992182416","https://openalex.org/W1993479987","https://openalex.org/W2004388769","https://openalex.org/W2008904150","https://openalex.org/W2010723976","https://openalex.org/W2011135697","https://openalex.org/W2019759272","https://openalex.org/W2028415754","https://openalex.org/W2031515082","https://openalex.org/W2042513636","https://openalex.org/W2049011748","https://openalex.org/W2052126869","https://openalex.org/W2054430476","https://openalex.org/W2058946503","https://openalex.org/W2059488492","https://openalex.org/W2068501389","https://openalex.org/W2080892302","https://openalex.org/W2083124059","https://openalex.org/W2101213026","https://openalex.org/W2104871627","https://openalex.org/W2107442606","https://openalex.org/W2116194016","https://openalex.org/W2116967254","https://openalex.org/W2125287028","https://openalex.org/W2138351407","https://openalex.org/W2139762024","https://openalex.org/W2139884531","https://openalex.org/W2143983126","https://openalex.org/W2144244895","https://openalex.org/W2145287259","https://openalex.org/W2146860998","https://openalex.org/W2151664270","https://openalex.org/W2160313084","https://openalex.org/W2168002711","https://openalex.org/W2171125625","https://openalex.org/W2220300328","https://openalex.org/W2329950235","https://openalex.org/W2462393420","https://openalex.org/W2782623722","https://openalex.org/W2784178896","https://openalex.org/W2917295464","https://openalex.org/W2962740129","https://openalex.org/W3037706425","https://openalex.org/W3098477036","https://openalex.org/W3099005205","https://openalex.org/W3100991707","https://openalex.org/W3101875731","https://openalex.org/W3103588088","https://openalex.org/W3104605533","https://openalex.org/W3142078155","https://openalex.org/W4211019631","https://openalex.org/W4232585813","https://openalex.org/W6681396596"],"related_works":["https://openalex.org/W2113231877","https://openalex.org/W2992318601","https://openalex.org/W1969466142","https://openalex.org/W2129292834","https://openalex.org/W2051356163","https://openalex.org/W2081808116","https://openalex.org/W3103313009","https://openalex.org/W2165384719","https://openalex.org/W2952645156","https://openalex.org/W4286822800"],"abstract_inverted_index":{"Molecular":[0],"communications":[1,41],"rely":[2],"on":[3],"diffusive":[4],"propagation":[5],"to":[6,19,30,118,219,235],"transport":[7],"information,":[8],"which":[9,79,98,129,204],"is":[10,42,99],"attractive":[11],"for":[12],"a":[13,69,91,102,124],"variety":[14,103],"of":[15,26,104,135,194],"nano-scale":[16],"applications.":[17,239],"Due":[18],"the":[20,76,112,131,172,178,187,191,195,216,225,232,236],"long-tail":[21],"channel":[22,145],"response,":[23],"spatial-temporal":[24],"coding":[25],"information":[27,147],"may":[28,230],"lead":[29],"severe":[31],"inter-symbol":[32],"interference":[33],"(ISI).":[34],"Classical":[35],"linear":[36,189],"signal":[37,53,71,82,223],"processing":[38,54,72,228],"in":[39,55,61,84,101,211],"wireless":[40],"usually":[43],"operating":[44,60],"with":[45,186],"high":[46,49],"complexity":[47],"and":[48,107,140,153,165],"signal-to-noise":[50],"ratios,":[51],"whereas":[52],"molecular":[56,222],"communication":[57],"system":[58],"requires":[59],"opposite":[62],"conditions.":[63],"In":[64],"this":[65],"work,":[66],"we":[67,122],"propose":[68,90],"novel":[70],"paradigm":[73,229],"inspired":[74,94],"by":[75,95,115,201],"biological":[77,105,213],"principle,":[78],"enables":[80],"low-complexity":[81],"detection":[83,126],"extremely":[85],"noisy":[86,212],"environments.":[87,214],"We":[88],"first":[89,217],"non-linear":[92,227],"filter":[93],"stochastic":[96],"resonance,":[97],"found":[100],"systems,":[106],"it":[108,207],"can":[109,176,198,208],"significantly":[110],"improve":[111,177],"output":[113],"SNR":[114,193],"converting":[116],"noise":[117],"useful":[119],"signals.":[120],"Then,":[121],"design":[123,220],"non-coherent":[125],"method,":[127],"one":[128],"exploits":[130],"generally":[132],"transient":[133],"trend":[134],"observed":[136],"signals":[137],"(i.e.":[138],"quick-rising":[139],"slow-decaying)":[141],"rather":[142],"than":[143],"hidden":[144],"state":[146],"(CSI),":[148],"thus":[149],"excluding":[150],"CSI":[151],"estimation":[152],"involving":[154],"only":[155],"summations.":[156],"Implementation":[157],"issues":[158],"are":[159],"also":[160],"discussed,":[161],"including":[162],"parameters":[163],"configuration":[164],"adaptive":[166],"threshold.":[167],"Numerical":[168],"results":[169],"show":[170],"that":[171],"proposed":[173,196,226],"bio-inspired":[174,221],"scheme":[175,197],"performance":[179],"remarkably":[180],"over":[181],"classical":[182],"approaches.":[183],"Even":[184],"compared":[185],"optimal":[188],"methods,":[190],"required":[192],"be":[199,209],"reduced":[200],"7":[202],"dB,":[203],"reaffirms":[205],"why":[206],"used":[210],"As":[215],"attempt":[218],"detectors,":[224],"provide":[231],"great":[233],"promise":[234],"emerging":[237],"nano-machine":[238]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
