{"id":"https://openalex.org/W2749106331","doi":"https://doi.org/10.1109/tnse.2017.2742360","title":"Analysis of Partial Diffusion LMS for Adaptive Estimation Over Networks with Noisy Links","display_name":"Analysis of Partial Diffusion LMS for Adaptive Estimation Over Networks with Noisy Links","publication_year":2017,"publication_date":"2017-08-21","ids":{"openalex":"https://openalex.org/W2749106331","doi":"https://doi.org/10.1109/tnse.2017.2742360","mag":"2749106331"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2017.2742360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2017.2742360","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","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/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"],"raw_orcid":null,"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"],"raw_orcid":"https://orcid.org/0000-0003-4371-310X","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/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":false,"raw_author_name":"Azam Khalili","raw_affiliation_strings":["Department of Electrical Engineering, Malayer University, Malayer, Iran"],"raw_orcid":null,"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":["Department of Electrical Engineering, American University in Dubai, Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, American University in Dubai, Dubai, United Arab Emirates","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/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saeid Sanei","raw_affiliation_strings":["Department of Computer Science, University of Surrey, Surrey, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Surrey, Surrey, United Kingdom","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6582,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.82364372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"5","issue":"2","first_page":"101","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":1.0,"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":1.0,"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/T10860","display_name":"Speech and Audio Processing","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/convergence","display_name":"Convergence (economics)","score":0.7144014239311218},{"id":"https://openalex.org/keywords/ideal","display_name":"Ideal (ethics)","score":0.5485913157463074},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.5442507266998291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5241349339485168},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5032734274864197},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4676762521266937},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4658055901527405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4464150667190552},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4414249062538147},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.339727520942688},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1863718330860138}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7144014239311218},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.5485913157463074},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.5442507266998291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5241349339485168},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5032734274864197},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4676762521266937},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4658055901527405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4464150667190552},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4414249062538147},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.339727520942688},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1863718330860138},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnse.2017.2742360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2017.2742360","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:irep.ntu.ac.uk:34085","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1515494648","https://openalex.org/W1929465856","https://openalex.org/W1965514520","https://openalex.org/W1985235227","https://openalex.org/W2000380136","https://openalex.org/W2041309411","https://openalex.org/W2042664989","https://openalex.org/W2045518038","https://openalex.org/W2047501317","https://openalex.org/W2048994955","https://openalex.org/W2050643117","https://openalex.org/W2053206490","https://openalex.org/W2063450002","https://openalex.org/W2069419462","https://openalex.org/W2077904612","https://openalex.org/W2091734247","https://openalex.org/W2104752970","https://openalex.org/W2109589692","https://openalex.org/W2118776392","https://openalex.org/W2119434824","https://openalex.org/W2121820607","https://openalex.org/W2147108768","https://openalex.org/W2151685478","https://openalex.org/W2153662685","https://openalex.org/W2160643434","https://openalex.org/W2169329579","https://openalex.org/W2171068426","https://openalex.org/W2171338909","https://openalex.org/W2203943764","https://openalex.org/W2610805269","https://openalex.org/W2963157432","https://openalex.org/W3105261731","https://openalex.org/W3122560455","https://openalex.org/W6650339036","https://openalex.org/W6747981300"],"related_works":["https://openalex.org/W2287235845","https://openalex.org/W2051390178","https://openalex.org/W2586228848","https://openalex.org/W2081837274","https://openalex.org/W2253481662","https://openalex.org/W2357454918","https://openalex.org/W2189195857","https://openalex.org/W3040496336","https://openalex.org/W1998353256","https://openalex.org/W2370278301"],"abstract_inverted_index":{"In":[0,24],"partial":[1],"diffusion-based":[2],"least":[3],"mean":[4,55,70],"square":[5,56],"(PDLMS)":[6],"scheme,":[7,32],"each":[8,22,114],"node":[9],"shares":[10],"a":[11,61,132],"part":[12],"of":[13,47,82,100,110,152,167],"its":[14,19],"intermediate":[15],"estimate":[16],"vector":[17],"with":[18,92,157,181],"neighbors":[20],"at":[21,113],"iteration.":[23],"this":[25],"paper,":[26],"besides":[27],"studying":[28],"the":[29,37,41,45,52,69,76,80,90,95,101,108,119,127,136,142,145,149,153,158,165,175],"general":[30],"PDLMS":[31,77,91,102,171],"we":[33],"figure":[34],"out":[35],"how":[36],"noisy":[38,83,120,168],"links":[39,121,169],"deteriorate":[40],"network":[42,97],"performance":[43,99,151],"during":[44],"exchange":[46],"weight":[48],"estimates.":[49],"We":[50,66],"investigate":[51],"steady":[53],"state":[54],"deviation":[57],"(MSD)":[58],"and":[59,71,148,173],"derive":[60,68],"theoretical":[62,176],"expression":[63],"for":[64,75],"it.":[65],"also":[67],"mean-square":[72],"convergence":[73],"conditions":[74],"algorithm":[78,103,172],"in":[79,155],"presence":[81],"links.":[84,160],"Our":[85,161],"analysis":[86],"reveals":[87],"that":[88,130],"unlike":[89],"ideal":[93,159],"links,":[94],"steady-state":[96],"MSD":[98,128],"is":[104],"not":[105],"improved":[106],"as":[107],"number":[109],"entries":[111],"communicated":[112],"iteration":[115],"increases.":[116],"Strictly":[117],"speaking,":[118],"condition":[122],"imposes":[123],"more":[124],"complexity":[125],"to":[126],"derivation":[129],"has":[131],"noticeable":[133],"effect":[134,166],"on":[135,170],"overall":[137],"performance.":[138],"This":[139],"term":[140],"violates":[141],"trade-off":[143],"between":[144],"communication":[146],"cost":[147],"estimation":[150],"networks":[154],"comparison":[156],"simulation":[162],"results":[163],"substantiate":[164],"verify":[174],"findings.":[177],"They":[178],"match":[179],"well":[180],"theory.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}