{"id":"https://openalex.org/W4399404562","doi":"https://doi.org/10.1109/tcsi.2024.3408919","title":"Adaptive Filtering Over Complex Networks in Intricate Environments","display_name":"Adaptive Filtering Over Complex Networks in Intricate Environments","publication_year":2024,"publication_date":"2024-06-06","ids":{"openalex":"https://openalex.org/W4399404562","doi":"https://doi.org/10.1109/tcsi.2024.3408919"},"language":"en","primary_location":{"id":"doi:10.1109/tcsi.2024.3408919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2024.3408919","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"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 Circuits and Systems I: Regular Papers","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/A5078925990","display_name":"Qizhen Wang","orcid":"https://orcid.org/0000-0001-6914-1520"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qizhen Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111222280","display_name":"Juncong Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juncong Zhou","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0000-5417-6982","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100688670","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0002-7150-1000"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Wang","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7150-1000","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8099,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90859456,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"71","issue":"12","first_page":"6044","last_page":"6057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.7965999841690063,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.7965999841690063,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.7950999736785889,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.7842000126838684,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.5600235462188721},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4170871376991272},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.329863578081131},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09106940031051636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5600235462188721},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4170871376991272},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.329863578081131},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09106940031051636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsi.2024.3408919","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsi.2024.3408919","pdf_url":null,"source":{"id":"https://openalex.org/S116977442","display_name":"IEEE Transactions on Circuits and Systems I Regular Papers","issn_l":"1549-8328","issn":["1549-8328","1558-0806"],"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 Circuits and Systems I: Regular Papers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5099999904632568,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1701760339","https://openalex.org/W1751209994","https://openalex.org/W1848594422","https://openalex.org/W1993005965","https://openalex.org/W1995988732","https://openalex.org/W2004626593","https://openalex.org/W2023995266","https://openalex.org/W2029080014","https://openalex.org/W2042664989","https://openalex.org/W2048725278","https://openalex.org/W2050643117","https://openalex.org/W2069254750","https://openalex.org/W2077904612","https://openalex.org/W2080522017","https://openalex.org/W2088185665","https://openalex.org/W2099867508","https://openalex.org/W2104808030","https://openalex.org/W2118776392","https://openalex.org/W2119434824","https://openalex.org/W2120286183","https://openalex.org/W2121820607","https://openalex.org/W2125434681","https://openalex.org/W2130403046","https://openalex.org/W2130442323","https://openalex.org/W2134218892","https://openalex.org/W2134442700","https://openalex.org/W2145574455","https://openalex.org/W2163576063","https://openalex.org/W2418646289","https://openalex.org/W2588821529","https://openalex.org/W2592211823","https://openalex.org/W2747045779","https://openalex.org/W2801725476","https://openalex.org/W2886018341","https://openalex.org/W2949677133","https://openalex.org/W2954678237","https://openalex.org/W2962853920","https://openalex.org/W2963492500","https://openalex.org/W2963583696","https://openalex.org/W3086127253","https://openalex.org/W3091821987","https://openalex.org/W3217210327","https://openalex.org/W4200117611","https://openalex.org/W4200125567","https://openalex.org/W4283719749","https://openalex.org/W4309628246","https://openalex.org/W4312520746","https://openalex.org/W4360584089","https://openalex.org/W4387340848","https://openalex.org/W4389721968","https://openalex.org/W4391892566"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0,32],"practice,":[1],"when":[2],"complex":[3,147,164],"multi-agent":[4],"networks":[5,165],"are":[6],"used":[7,159],"for":[8],"parameter":[9],"estimation":[10],"and":[11,43,175],"tracking,":[12],"we":[13,98],"often":[14],"face":[15],"the":[16,57,66,85,100,126,131,146,153,156],"issue":[17],"of":[18,21,65,79,88,129,172],"spatial":[19],"anisotropy":[20],"observing":[22],"conditions,":[23],"e.g.,":[24],"different":[25,30],"(heterogeneous)":[26],"noise":[27,102,143],"distributions":[28],"at":[29,40,103],"nodes.":[31],"this":[33],"setting,":[34],"existing":[35],"cost":[36],"functions":[37],"may":[38],"excel":[39],"specialized":[41],"nodes,":[42],"struggle":[44],"with":[45,141],"others,":[46],"leading":[47],"to":[48,56,70,93,125],"an":[49],"overall":[50],"deteriorating":[51],"performance,":[52],"sometimes":[53],"even":[54],"inferior":[55],"mean":[58,174,176],"square":[59,177],"error":[60],"(MSE)":[61],"criterion.":[62],"The":[63],"aim":[64],"present":[67],"paper":[68],"is":[69,118,179],"propose":[71],"a":[72,108],"robust":[73],"network-based":[74],"adaptive":[75],"filtering":[76],"algorithm":[77,110],"capable":[78],"accommodating":[80],"such":[81],"intricate":[82,167],"environments.":[83,168],"Leveraging":[84],"inherent":[86],"versatility":[87],"Gaussian":[89],"mixture":[90],"model":[91,99],"(GMM)":[92],"fit":[94],"any":[95],"probability":[96],"distribution,":[97],"additive":[101],"each":[104],"node":[105],"accordingly.":[106],"Then":[107],"diffusion":[109,160],"founded":[111],"on":[112],"recursive":[113],"maximum":[114],"log-likelihood":[115],"function":[116],"(RMLF)":[117],"put":[119],"forward,":[120],"denoted":[121],"as":[122],"DRMLF.":[123],"Thanks":[124],"universal":[127],"adaptability":[128],"GMM,":[130],"DRMLF":[132,154],"can":[133],"consistently":[134],"deliver":[135],"excellent":[136],"performance":[137],"across":[138],"multiple":[139],"nodes":[140],"diverse":[142],"profiles":[144],"within":[145],"networks.":[148],"Simulations":[149],"undoubtedly":[150],"demonstrate":[151],"that":[152],"outperforms":[155],"other":[157],"commonly":[158],"RLS-type":[161],"algorithms":[162],"over":[163],"in":[166,182],"A":[169],"thorough":[170],"analysis":[171],"both":[173],"convergence":[178],"also":[180],"conducted":[181],"detail":[183],"correspondingly.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
