{"id":"https://openalex.org/W3199423073","doi":"https://doi.org/10.1109/jiot.2021.3111593","title":"Energy-Efficient Diffusion Kalman Filtering for Multiagent Networks in IoT","display_name":"Energy-Efficient Diffusion Kalman Filtering for Multiagent Networks in IoT","publication_year":2021,"publication_date":"2021-09-09","ids":{"openalex":"https://openalex.org/W3199423073","doi":"https://doi.org/10.1109/jiot.2021.3111593","mag":"3199423073"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2021.3111593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3111593","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5082697963","display_name":"Azam Khalili","orcid":"https://orcid.org/0000-0002-6194-3534"},"institutions":[{"id":"https://openalex.org/I4210146087","display_name":"Malayer University","ror":"https://ror.org/03rk9sq81","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210146087"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Azam Khalili","raw_affiliation_strings":["Department of Electrical Engineering, Malayer University, Malayer, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Malayer University, Malayer, Iran","institution_ids":["https://openalex.org/I4210146087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031473314","display_name":"Vahid Vahidpour","orcid":"https://orcid.org/0000-0001-8362-8263"},"institutions":[{"id":"https://openalex.org/I4210146087","display_name":"Malayer University","ror":"https://ror.org/03rk9sq81","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210146087"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Vahidpour","raw_affiliation_strings":["Department of Electrical Engineering, Malayer University, Malayer, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Malayer University, Malayer, Iran","institution_ids":["https://openalex.org/I4210146087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040036501","display_name":"Amir Rastegarnia","orcid":"https://orcid.org/0000-0003-4371-310X"},"institutions":[{"id":"https://openalex.org/I4210146087","display_name":"Malayer University","ror":"https://ror.org/03rk9sq81","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210146087"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Rastegarnia","raw_affiliation_strings":["Department of Electrical Engineering, Malayer University, Malayer, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Malayer University, Malayer, Iran","institution_ids":["https://openalex.org/I4210146087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082429984","display_name":"Wael M. Bazzi","orcid":"https://orcid.org/0000-0002-6943-9965"},"institutions":[{"id":"https://openalex.org/I122640774","display_name":"American University in Dubai","ror":"https://ror.org/0540vvc38","country_code":"AE","type":"education","lineage":["https://openalex.org/I122640774"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Wael M. Bazzi","raw_affiliation_strings":["Electrical and Computer Engineering Department, American University in Dubai, Dubai, UAE"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, American University in Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I122640774"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004587843","display_name":"Saeid Sanei","orcid":"https://orcid.org/0000-0002-1446-5744"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saeid Sanei","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, U.K"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, U.K","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5082697963"],"corresponding_institution_ids":["https://openalex.org/I4210146087"],"apc_list":null,"apc_paid":null,"fwci":1.5946,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.81240414,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"9","issue":"8","first_page":"6277","last_page":"6287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9997000098228455,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9905999898910522,"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/kalman-filter","display_name":"Kalman filter","score":0.8265934586524963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7992595434188843},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5955541133880615},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5405461192131042},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5104262232780457},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.49820542335510254},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4727650284767151},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4550850987434387},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4140716791152954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13593453168869019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13485166430473328},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12969255447387695},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07203128933906555}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8265934586524963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7992595434188843},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5955541133880615},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5405461192131042},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5104262232780457},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.49820542335510254},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4727650284767151},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4550850987434387},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4140716791152954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13593453168869019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13485166430473328},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12969255447387695},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07203128933906555},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jiot.2021.3111593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3111593","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:irep.ntu.ac.uk:44159","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1972003057","https://openalex.org/W1992200270","https://openalex.org/W2041309411","https://openalex.org/W2047501317","https://openalex.org/W2077904612","https://openalex.org/W2091734247","https://openalex.org/W2102751833","https://openalex.org/W2103030345","https://openalex.org/W2118776392","https://openalex.org/W2119434824","https://openalex.org/W2121820607","https://openalex.org/W2134295053","https://openalex.org/W2142737631","https://openalex.org/W2150366997","https://openalex.org/W2169329579","https://openalex.org/W2171068426","https://openalex.org/W2171338909","https://openalex.org/W2417291942","https://openalex.org/W2471301783","https://openalex.org/W2512419288","https://openalex.org/W2517028219","https://openalex.org/W2523096795","https://openalex.org/W2551758879","https://openalex.org/W2602831726","https://openalex.org/W2727380429","https://openalex.org/W2742840809","https://openalex.org/W2766881562","https://openalex.org/W2779222798","https://openalex.org/W2793541843","https://openalex.org/W2805672896","https://openalex.org/W2810226096","https://openalex.org/W2810968776","https://openalex.org/W2811266402","https://openalex.org/W2883427548","https://openalex.org/W2900477140","https://openalex.org/W2914136060","https://openalex.org/W2917580194","https://openalex.org/W2921695861","https://openalex.org/W2963515790","https://openalex.org/W2963876672","https://openalex.org/W2968490597","https://openalex.org/W3033564492","https://openalex.org/W3036553878","https://openalex.org/W3105261731","https://openalex.org/W3118025959"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W1580685205","https://openalex.org/W2046435967","https://openalex.org/W2760382975","https://openalex.org/W2349716249","https://openalex.org/W2120941928","https://openalex.org/W2383646825","https://openalex.org/W1463864201","https://openalex.org/W3191856393","https://openalex.org/W2371018915"],"abstract_inverted_index":{"Increasing":[0],"the":[1,21,28,49,55,61,83,108,114,119,124,132,139,149,158],"energy":[2],"efficiency":[3,29],"of":[4,7,30,70,85,110,123,131,141,144,151],"an":[5,33,128],"Internet":[6],"Things":[8],"(IoT)":[9],"system":[10],"is":[11,43,134],"a":[12,68,77,86,94],"major":[13],"challenge":[14],"for":[15,37],"its":[16],"successful":[17],"implementation.":[18],"To":[19,117],"reduce":[20],"computation":[22],"and":[23,26,73,103,121,147],"storage":[24],"burden":[25],"enhance":[27],"traditional":[31],"IoT,":[32],"energy-efficient":[34],"diffusion-based":[35],"algorithm":[36,51,91],"state":[38,84],"estimation":[39,154],"in":[40,45,93,97,113],"multiagent":[41],"networks":[42],"proposed":[44,50],"this":[46],"article.":[47],"In":[48],"[referred":[52],"to":[53,81,155],"as":[54],"reduced-link":[56],"diffusion":[57],"Kalman":[58,79],"filter":[59,80],"(RL-diffKF)]":[60],"nodes":[62],"(agents)":[63],"can":[64],"communicate":[65],"only":[66],"with":[67],"fraction":[69],"their":[71],"neighbors":[72],"each":[74],"node":[75],"runs":[76],"local":[78],"estimate":[82],"linear":[87],"dynamic":[88],"system.":[89],"This":[90],"results":[92],"significant":[95],"reduction":[96],"communication":[98],"cost":[99],"during":[100],"both":[101],"adaptation":[102],"aggregation":[104],"processes":[105],"albeit":[106],"at":[107],"expense":[109],"possible":[111],"degradation":[112],"network":[115],"performance.":[116],"justify":[118],"stability":[120],"convergence":[122],"RL-":[125],"diffKF":[126],"algorithm,":[127],"in-depth":[129],"analysis":[130],"performance":[133],"reported.":[135],"We":[136],"also":[137],"consider":[138],"problem":[140],"optimal":[142],"selection":[143],"combination":[145],"weights":[146],"use":[148],"idea":[150],"minimum":[152],"variance":[153],"analytically":[156],"derive":[157],"adaptive":[159],"combiners.":[160],"The":[161],"theoretical":[162],"findings":[163],"are":[164],"verified":[165],"through":[166],"numerical":[167],"simulations.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}