{"id":"https://openalex.org/W2015694928","doi":"https://doi.org/10.1109/tsp.2014.2386280","title":"Monotonic Mean-Squared Convergence Conditions for Random Pairwise Consensus Synchronization in Wireless Networks","display_name":"Monotonic Mean-Squared Convergence Conditions for Random Pairwise Consensus Synchronization in Wireless Networks","publication_year":2014,"publication_date":"2014-12-24","ids":{"openalex":"https://openalex.org/W2015694928","doi":"https://doi.org/10.1109/tsp.2014.2386280","mag":"2015694928"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2014.2386280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2014.2386280","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112827492","display_name":"Donald R. Brown","orcid":null},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Richard Brown","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA","Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA#TAB#","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036731445","display_name":"Andrew G. Klein","orcid":"https://orcid.org/0000-0002-6464-9269"},"institutions":[{"id":"https://openalex.org/I52669646","display_name":"Western Washington University","ror":"https://ror.org/05wn7r715","country_code":"US","type":"education","lineage":["https://openalex.org/I52669646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew G. Klein","raw_affiliation_strings":["Department of Engineering and Design, Western Washington University, Bellingham, WA, USA","[Department of Engineering and Design, Western Washington University, Bellingham, WA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Design, Western Washington University, Bellingham, WA, USA","institution_ids":["https://openalex.org/I52669646"]},{"raw_affiliation_string":"[Department of Engineering and Design, Western Washington University, Bellingham, WA, USA]","institution_ids":["https://openalex.org/I52669646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100618495","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0002-3712-482X"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA","Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Worcester Polytechnic Institute, Worcester, MA, USA#TAB#","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0797,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80193552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"63","issue":"4","first_page":"988","last_page":"1000"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12216","display_name":"Network Time Synchronization Technologies","score":0.9994999766349792,"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.9994999766349792,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9983000159263611,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9969000220298767,"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":0.6319009065628052},{"id":"https://openalex.org/keywords/gossip","display_name":"Gossip","score":0.5846114158630371},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5607758164405823},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.535385012626648},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4897940158843994},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46310561895370483},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43240275979042053},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.42864301800727844},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29968592524528503},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11240929365158081}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6319009065628052},{"id":"https://openalex.org/C62989814","wikidata":"https://www.wikidata.org/wiki/Q854648","display_name":"Gossip","level":2,"score":0.5846114158630371},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5607758164405823},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.535385012626648},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4897940158843994},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46310561895370483},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43240275979042053},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.42864301800727844},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29968592524528503},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11240929365158081},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2014.2386280","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2014.2386280","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G417118884","display_name":null,"funder_award_id":"CCF-1302104","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G836180151","display_name":null,"funder_award_id":"CCF-1319458","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W253325481","https://openalex.org/W607068030","https://openalex.org/W1531339130","https://openalex.org/W1585017368","https://openalex.org/W1589837993","https://openalex.org/W1971612276","https://openalex.org/W1988557369","https://openalex.org/W2001188690","https://openalex.org/W2022397231","https://openalex.org/W2022645219","https://openalex.org/W2036153626","https://openalex.org/W2037932306","https://openalex.org/W2040364532","https://openalex.org/W2051156012","https://openalex.org/W2063048719","https://openalex.org/W2066352209","https://openalex.org/W2076127403","https://openalex.org/W2094636498","https://openalex.org/W2098863504","https://openalex.org/W2105666891","https://openalex.org/W2108962686","https://openalex.org/W2117905067","https://openalex.org/W2118866949","https://openalex.org/W2122556600","https://openalex.org/W2122690764","https://openalex.org/W2124411500","https://openalex.org/W2125668987","https://openalex.org/W2134252677","https://openalex.org/W2135048896","https://openalex.org/W2143229717","https://openalex.org/W2147906061","https://openalex.org/W2154451686","https://openalex.org/W2155723880","https://openalex.org/W2156486088","https://openalex.org/W2157166636","https://openalex.org/W2158305431","https://openalex.org/W2159219540","https://openalex.org/W2160413708","https://openalex.org/W2160643434","https://openalex.org/W2161305486","https://openalex.org/W2161874107","https://openalex.org/W2165744313","https://openalex.org/W2166103243","https://openalex.org/W2169475202","https://openalex.org/W2170715240","https://openalex.org/W2171665783","https://openalex.org/W2541368814","https://openalex.org/W2547733655","https://openalex.org/W2746505796","https://openalex.org/W2809963048","https://openalex.org/W3145013825","https://openalex.org/W3208967775","https://openalex.org/W6643083142","https://openalex.org/W6666316403","https://openalex.org/W6674727558"],"related_works":["https://openalex.org/W4386850441","https://openalex.org/W2479311294","https://openalex.org/W2094020986","https://openalex.org/W4236832331","https://openalex.org/W12419204","https://openalex.org/W2340554994","https://openalex.org/W2484127681","https://openalex.org/W4377097986","https://openalex.org/W2761760483","https://openalex.org/W2963691535"],"abstract_inverted_index":{"Time":[0],"synchronization":[1,52,68,79],"is":[2],"important":[3],"for":[4,82,110,157],"a":[5,30,116,131],"variety":[6],"of":[7,26,61,67,115,134,166],"applications":[8],"in":[9,29,74,142,163],"wireless":[10,32],"networks":[11],"including":[12],"scheduling":[13],"communication":[14],"resources,":[15],"interference":[16],"avoidance,":[17],"and":[18,55,64,97,107,148],"data":[19],"fusion.":[20],"This":[21],"paper":[22],"analyzes":[23],"the":[24,58,62,65,126,158,164,175],"problem":[25],"synchronizing":[27],"nodes":[28,47],"time-division-duplexed":[31],"network":[33,44,76,179],"via":[34],"consensus":[35,91,99,119,136,162],"methods":[36],"using":[37],"only":[38],"acknowledged":[39],"message":[40],"exchanges":[41],"over":[42],"existing":[43,75],"traffic.":[45,77],"The":[46,78],"are":[48,103,140,155,171],"assumed":[49],"to":[50,90,130],"communicate":[51],"information":[53,69],"randomly":[54],"asymmetrically,":[56],"reflecting":[57],"random":[59,135,145,152],"nature":[60],"timing":[63],"source":[66],"gleaned":[70],"from":[71,118,161],"or":[72],"embedded":[73],"method":[80],"accounts":[81],"non-negligible":[83],"propagation":[84],"delays":[85],"which":[86],"can":[87],"be":[88],"disruptive":[89],"techniques.":[92],"To":[93],"characterize":[94],"both":[95],"transient":[96],"asymptotic":[98],"behavior,":[100],"general":[101,127],"results":[102,128,170],"presented":[104,173],"providing":[105],"necessary":[106],"sufficient":[108],"conditions":[109],"monotonic":[111],"mean":[112],"squared":[113],"convergence":[114],"distance":[117,160],"metric":[120],"at":[121],"an":[122],"exponential":[123],"rate.":[124],"While":[125],"apply":[129],"broad":[132],"class":[133],"models,":[137],"two":[138],"models":[139],"analyzed":[141],"detail:":[143],"i)":[144],"asymmetric":[146],"gossip":[147],"ii)":[149],"fully":[150],"connected":[151],"broadcast.":[153],"Bounds":[154],"derived":[156],"steady-state":[159],"presence":[165],"estimation":[167],"error.":[168],"Numerical":[169],"also":[172],"verifying":[174],"analysis":[176],"under":[177],"different":[178],"topologies.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
