{"id":"https://openalex.org/W2792511998","doi":"https://doi.org/10.1109/tac.2018.2799567","title":"Analysis of Distributed Adaptive Filters Based on Diffusion Strategies Over Sensor Networks","display_name":"Analysis of Distributed Adaptive Filters Based on Diffusion Strategies Over Sensor Networks","publication_year":2018,"publication_date":"2018-01-30","ids":{"openalex":"https://openalex.org/W2792511998","doi":"https://doi.org/10.1109/tac.2018.2799567","mag":"2792511998"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2018.2799567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2018.2799567","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","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/A5084014783","display_name":"Siyu Xie","orcid":"https://orcid.org/0000-0001-7234-7861"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Xie","raw_affiliation_strings":["School of Mathematical Science, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7234-7861","affiliations":[{"raw_affiliation_string":"School of Mathematical Science, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115601874","display_name":"Lei Guo","orcid":"https://orcid.org/0000-0003-1789-5202"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Guo","raw_affiliation_strings":["School of Mathematical Science, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1789-5202","affiliations":[{"raw_affiliation_string":"School of Mathematical Science, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":3.0416,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.93071647,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"63","issue":"11","first_page":"3643","last_page":"3658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.998199999332428,"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/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.6701294779777527},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6163634061813354},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5422526001930237},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5081131458282471},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.49724581837654114},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4919750392436981},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.48645612597465515},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.48081791400909424},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.47081905603408813},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.44629228115081787},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43941938877105713},{"id":"https://openalex.org/keywords/diffusion-process","display_name":"Diffusion process","score":0.4156709313392639},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3397807478904724},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33225584030151367},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3141089081764221},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20999208092689514},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18317702412605286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1743122637271881},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15586057305335999},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1108938455581665}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6701294779777527},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6163634061813354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5422526001930237},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5081131458282471},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.49724581837654114},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4919750392436981},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.48645612597465515},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.48081791400909424},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.47081905603408813},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.44629228115081787},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43941938877105713},{"id":"https://openalex.org/C68710425","wikidata":"https://www.wikidata.org/wiki/Q5275442","display_name":"Diffusion process","level":3,"score":0.4156709313392639},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3397807478904724},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33225584030151367},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3141089081764221},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20999208092689514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18317702412605286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1743122637271881},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15586057305335999},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1108938455581665},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C3017618536","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Innovation diffusion","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2018.2799567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tac.2018.2799567","pdf_url":null,"source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"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 Automatic Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G6967058303","display_name":null,"funder_award_id":"11688101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G736576972","display_name":null,"funder_award_id":"61227902","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1514337951","https://openalex.org/W1540723801","https://openalex.org/W1575706993","https://openalex.org/W1590069794","https://openalex.org/W1972261365","https://openalex.org/W1985235227","https://openalex.org/W1999542175","https://openalex.org/W2010587484","https://openalex.org/W2024307985","https://openalex.org/W2027481851","https://openalex.org/W2038085771","https://openalex.org/W2064541199","https://openalex.org/W2069419462","https://openalex.org/W2092634057","https://openalex.org/W2092911205","https://openalex.org/W2098865243","https://openalex.org/W2108306501","https://openalex.org/W2110104109","https://openalex.org/W2110482969","https://openalex.org/W2130359405","https://openalex.org/W2153368486","https://openalex.org/W2155487796","https://openalex.org/W2161141257","https://openalex.org/W2164438483","https://openalex.org/W2173639595","https://openalex.org/W2289105090","https://openalex.org/W2395429589","https://openalex.org/W2428338610","https://openalex.org/W2482792214","https://openalex.org/W2588504142","https://openalex.org/W2765104652","https://openalex.org/W2798461040","https://openalex.org/W3122560455","https://openalex.org/W4205987271","https://openalex.org/W4236704490","https://openalex.org/W4238591275","https://openalex.org/W4302033506"],"related_works":["https://openalex.org/W2386796262","https://openalex.org/W2354853573","https://openalex.org/W3092433872","https://openalex.org/W2064306826","https://openalex.org/W2924020013","https://openalex.org/W2075187783","https://openalex.org/W2807797544","https://openalex.org/W2057463076","https://openalex.org/W2383408482","https://openalex.org/W1968453607"],"abstract_inverted_index":{"In":[0,64],"this":[1,80,165],"paper,":[2],"we":[3],"will":[4,24,105,160],"analyze":[5,84],"a":[6,29,70,115,124,130],"basic":[7],"class":[8],"of":[9,87,99,118,126,139,155],"diffusion":[10],"adaptive":[11,111],"filters":[12,112],"based":[13],"on":[14],"least":[15],"mean":[16],"squares":[17],"algorithms.":[18,103],"Both":[19],"stability":[20],"and":[21,41],"performance":[22],"analyses":[23],"be":[25,77,162],"carried":[26],"out":[27],"under":[28],"general":[30],"cooperative":[31,131,157],"information":[32,158],"condition,":[33],"without":[34],"such":[35],"stringent":[36],"conditions":[37],"as":[38],"statistical":[39],"independence":[40],"stationarity":[42],"that":[43,74,108],"have":[44],"been":[45],"used":[46],"in":[47,79,96,129,133,164],"almost":[48],"all":[49],"the":[50,67,85,97,100,109,134,140,144,153],"existing":[51,68],"literature":[52],"and,":[53],"thus,":[54],"makes":[55],"our":[56,156],"theory":[57],"applicable":[58],"to":[59,76,83,149],"stochastic":[60],"systems":[61],"with":[62,66],"feedback.":[63],"comparison":[65],"work,":[69],"key":[71],"theoretical":[72],"difficulty":[73],"needs":[75],"overcome":[78],"paper":[81],"is":[82,94],"product":[86],"asymmetric":[88],"correlated":[89],"nonstationary":[90],"random":[91],"matrices,":[92],"which":[93],"inherent":[95],"structure":[98],"diffusion-type":[101],"filtering":[102],"We":[104],"further":[106],"demonstrate":[107],"distributed":[110],"can":[113,142],"estimate":[114],"dynamic":[116],"process":[117],"interest":[119],"from":[120],"noisy":[121],"measurements":[122],"by":[123],"set":[125],"sensors":[127,141],"working":[128],"way,":[132],"natural":[135],"scenario":[136],"where":[137],"none":[138],"fulfill":[143],"estimation":[145],"task":[146],"individually":[147],"due":[148],"insufficient":[150],"information.":[151],"Finally,":[152],"necessity":[154],"condition":[159],"also":[161],"discussed":[163],"paper.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}