{"id":"https://openalex.org/W4400525237","doi":"https://doi.org/10.1109/tsp.2024.3426967","title":"Diffusion Moving-Average Adaptation Over Networks","display_name":"Diffusion Moving-Average Adaptation Over Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400525237","doi":"https://doi.org/10.1109/tsp.2024.3426967"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2024.3426967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2024.3426967","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":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/243304","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028397861","display_name":"Yishu Peng","orcid":"https://orcid.org/0000-0003-0605-8767"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yishu Peng","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0003-0605-8767","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394004","display_name":"Sheng Zhang","orcid":"https://orcid.org/0000-0002-0247-3317"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhang","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-0247-3317","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004913173","display_name":"Zhengchun Zhou","orcid":"https://orcid.org/0000-0002-0228-7119"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengchun Zhou","raw_affiliation_strings":["School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-0228-7119","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Southwest Jiaotong University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008473103","display_name":"Hongyang Chen","orcid":"https://orcid.org/0000-0002-7626-0162"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyang Chen","raw_affiliation_strings":["Research Center for Graph Computing, Zhejiang Lab, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7626-0162","affiliations":[{"raw_affiliation_string":"Research Center for Graph Computing, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091103447","display_name":"Ali H. Sayed","orcid":"https://orcid.org/0000-0002-5125-5519"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ali H. Sayed","raw_affiliation_strings":["School of Engineering, Ecole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-5125-5519","affiliations":[{"raw_affiliation_string":"School of Engineering, Ecole Polytechnique F&#x00E9;d&#x00E9;rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028397861"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":3.3557,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9275817,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"3393","last_page":"3407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9962000250816345,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9962000250816345,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9919999837875366,"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":0.9902999997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5582559704780579},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5197353363037109},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4751793444156647},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12165981531143188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5582559704780579},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5197353363037109},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4751793444156647},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12165981531143188},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp.2024.3426967","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2024.3426967","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"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/243304","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/243304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/243304","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/243304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2394140253","display_name":null,"funder_award_id":"62131016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2445578207","display_name":null,"funder_award_id":"2024NSFTD0015","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G4607961091","display_name":null,"funder_award_id":"62271452","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"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1595020299","https://openalex.org/W1848594422","https://openalex.org/W1969812062","https://openalex.org/W2000380136","https://openalex.org/W2024307985","https://openalex.org/W2027481851","https://openalex.org/W2041309411","https://openalex.org/W2046767029","https://openalex.org/W2069419462","https://openalex.org/W2070712430","https://openalex.org/W2080522017","https://openalex.org/W2086502731","https://openalex.org/W2093795816","https://openalex.org/W2097380742","https://openalex.org/W2130403046","https://openalex.org/W2159585070","https://openalex.org/W2402585016","https://openalex.org/W2963157432","https://openalex.org/W2964165783","https://openalex.org/W3042491641","https://openalex.org/W3048177866","https://openalex.org/W3197764121","https://openalex.org/W4205987271","https://openalex.org/W4231893760","https://openalex.org/W4238850922","https://openalex.org/W4312674613","https://openalex.org/W4327640397","https://openalex.org/W4381199009","https://openalex.org/W4386951341","https://openalex.org/W4389918254","https://openalex.org/W6746200960"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Recently,":[0],"the":[1,20,32,38,47,51,74,92,98,103,121,130,134,149,153,159,180,186],"diffusion":[2],"moving-average":[3],"(D-MA)":[4],"scheme":[5,147,188],"has":[6],"been":[7],"proposed":[8,187],"as":[9],"a":[10,88,141],"way":[11],"to":[12,129,152,165,178,184],"combat":[13],"noisy":[14],"links":[15],"over":[16],"adaptive":[17],"networks.":[18],"However,":[19],"current":[21],"theoretical":[22,181],"results":[23],"focus":[24],"on":[25],"networks":[26],"with":[27,37,68,106],"mean-square":[28],"error":[29,55,113],"costs":[30],"where":[31],"optimal":[33,40,104],"local":[34,65,70,169],"solution":[35,105],"agrees":[36],"global":[39,142,171],"solution.":[41],"In":[42],"this":[43,117],"paper,":[44],"we":[45,139],"examine":[46],"convergence":[48],"behavior":[49],"of":[50,57,73,109,136,196],"first-":[52],"and":[53,63,86,126,170,183,205],"second-order":[54],"moments":[56],"D-MA":[58,99],"under":[59,193],"general":[60],"(strong":[61],"convexity":[62],"Lipschitz-continuous)":[64],"cost":[66],"functions":[67],"different":[69,168,194],"optima.":[71],"One":[72],"main":[75],"findings":[76],"is":[77,162],"that,":[78],"for":[79,87,148],"small":[80],"step-sizes":[81],"<inline-formula":[82,94],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[83,95],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[84,96],"notation=\"LaTeX\">$\\mu_{k}$</tex-math></inline-formula>":[85],"forgetting":[89,124,144,156],"factor":[90,145,157],"within":[91],"range":[93],"notation=\"LaTeX\">$[0,1)$</tex-math></inline-formula>,":[97],"algorithm":[100,131],"can":[101],"approach":[102],"arbitrary":[107],"levels":[108],"accuracy.":[110],"The":[111],"steady-state":[112],"bound":[114],"derived":[115],"in":[116],"work":[118],"reveals":[119],"how":[120],"link":[122,197],"noise,":[123,198,201,204],"factor,":[125],"step-size":[127],"contribute":[128],"performance.":[132],"On":[133],"basis":[135],"these":[137],"analyses,":[138],"propose":[140],"variable":[143,155],"(GVFF)":[146],"D-MA.":[150],"Compared":[151],"existing":[154],"schemes,":[158],"designed":[160],"GVFF":[161],"better":[163],"suited":[164],"situations":[166],"involving":[167],"solutions.":[172],"Finally,":[173],"numerical":[174],"simulations":[175],"are":[176],"provided":[177],"verify":[179],"results,":[182],"compare":[185],"against":[189],"other":[190],"competing":[191],"approaches":[192],"types":[195],"including":[199],"quantization":[200],"data":[202],"protection":[203],"channel":[206],"interference":[207],"noise.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
