{"id":"https://openalex.org/W2922345907","doi":"https://doi.org/10.1109/tcyb.2018.2890645","title":"Differentially Private Consensus With Quantized Communication","display_name":"Differentially Private Consensus With Quantized Communication","publication_year":2019,"publication_date":"2019-03-06","ids":{"openalex":"https://openalex.org/W2922345907","doi":"https://doi.org/10.1109/tcyb.2018.2890645","mag":"2922345907","pmid":"https://pubmed.ncbi.nlm.nih.gov/30843857"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2018.2890645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2890645","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5088741988","display_name":"Lan Gao","orcid":"https://orcid.org/0000-0002-6573-9848"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Gao","raw_affiliation_strings":["School of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013999580","display_name":"Shaojiang Deng","orcid":"https://orcid.org/0000-0003-1246-7399"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaojiang Deng","raw_affiliation_strings":["School of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339137","display_name":"Wei Ren","orcid":"https://orcid.org/0000-0002-2818-9752"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Ren","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2818-9752","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007408033","display_name":"Chunqiang Hu","orcid":"https://orcid.org/0000-0001-5825-2241"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunqiang Hu","raw_affiliation_strings":["School of Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6657,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.90646869,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"51","issue":"8","first_page":"4075","last_page":"4088"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9994999766349792,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991000294685364,"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/bounded-function","display_name":"Bounded function","score":0.7167198061943054},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.6820234060287476},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5866789221763611},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5487806797027588},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5430727005004883},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4747101366519928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4674331545829773},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.45618242025375366},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.4507869482040405},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3250426948070526},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3044375777244568},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1096092164516449}],"concepts":[{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.7167198061943054},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.6820234060287476},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5866789221763611},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5487806797027588},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5430727005004883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4747101366519928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4674331545829773},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.45618242025375366},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.4507869482040405},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3250426948070526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3044375777244568},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1096092164516449},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2018.2890645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2890645","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:30843857","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30843857","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2232807933","display_name":null,"funder_award_id":"2018CDXYRJ0030","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4536249453","display_name":null,"funder_award_id":"61702062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8359329637","display_name":null,"funder_award_id":"B17048","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G8480786749","display_name":"\u65e0\u7ebf\u4f53\u57df\u7f51\u4e2d\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61672119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8887949086","display_name":null,"funder_award_id":"CYB16045","funder_id":"https://openalex.org/F4320335776","funder_display_name":"Graduate School, Chongqing University"},{"id":"https://openalex.org/G996943665","display_name":null,"funder_award_id":"CMMI-1537729","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"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335776","display_name":"Graduate School, Chongqing University","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W568726942","https://openalex.org/W1498395183","https://openalex.org/W1498711961","https://openalex.org/W1528184823","https://openalex.org/W1557833142","https://openalex.org/W1571416372","https://openalex.org/W1920382817","https://openalex.org/W1970786657","https://openalex.org/W1974291577","https://openalex.org/W1988828057","https://openalex.org/W1998345701","https://openalex.org/W2009611335","https://openalex.org/W2026656492","https://openalex.org/W2028196196","https://openalex.org/W2030056867","https://openalex.org/W2030716926","https://openalex.org/W2033079010","https://openalex.org/W2050090436","https://openalex.org/W2050505323","https://openalex.org/W2073377950","https://openalex.org/W2091696547","https://openalex.org/W2092845654","https://openalex.org/W2096241946","https://openalex.org/W2098863504","https://openalex.org/W2109426455","https://openalex.org/W2111857756","https://openalex.org/W2113138664","https://openalex.org/W2123507903","https://openalex.org/W2130145713","https://openalex.org/W2130758224","https://openalex.org/W2138865266","https://openalex.org/W2145554346","https://openalex.org/W2150704725","https://openalex.org/W2153344006","https://openalex.org/W2161874107","https://openalex.org/W2164443866","https://openalex.org/W2174070521","https://openalex.org/W2177415451","https://openalex.org/W2417709453","https://openalex.org/W2472094752","https://openalex.org/W2479778494","https://openalex.org/W2527559122","https://openalex.org/W2570759866","https://openalex.org/W2763354547","https://openalex.org/W2769728167","https://openalex.org/W2791994205","https://openalex.org/W2792700081","https://openalex.org/W2911978475","https://openalex.org/W2912291331","https://openalex.org/W2942228371","https://openalex.org/W2952983945","https://openalex.org/W3098954913","https://openalex.org/W4244375620","https://openalex.org/W6674727558","https://openalex.org/W6720830132"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W1751413323","https://openalex.org/W2571704763","https://openalex.org/W4315488958"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3,143,175],"studying":[4],"the":[5,19,30,39,45,66,75,85,91,97,105,115,118,126,131,144,149,172,176,182,194,198,203,206,212,221,229,235,239,244,249,255,259],"differentially":[6,40,61],"private":[7,41,62],"consensus":[8,42,103],"problem":[9],"in":[10,104,130,193],"multiagent":[11],"networks":[12],"under":[13,166],"a":[14,48,54,60,70,134,140,153,162,188],"quantized":[15,49,67],"communication":[16,50,63],"environment,":[17],"where":[18],"exact":[20,76],"real-value":[21,77],"state":[22,68,78,200,214],"is":[23,111,209],"not":[24],"available":[25],"for":[26,225],"transmission":[27],"due":[28],"to":[29,44,79,113,187,211],"range":[31,196],"limitation":[32],"of":[33,47,74,90,100,107,117,128,133,146,156,197,205],"digital":[34],"channels.":[35],"We":[36],"first":[37],"extend":[38],"model":[43,120],"case":[46,106,132],"environment":[51],"integrated":[52],"with":[53,69,152,161],"dynamic":[55,240],"encoding/decoding":[56,241],"scheme":[57,242],"and":[58,121,202,228,232,243,258,265],"propose":[59],"algorithm":[64,257],"utilizing":[65],"bounded":[71,135,150],"quantizer":[72,110,151],"instead":[73],"reach":[80],"an":[81,108],"agreement":[82,183,207],"while":[83],"protecting":[84],"initial":[86,199,213],"or":[87],"current":[88],"states":[89],"participants":[92],"from":[93],"information":[94],"disclosure.":[95],"Then,":[96],"convergence":[98,122],"analysis":[99,142,174,224],"mean":[101],"square":[102],"unbounded":[109],"given":[112],"explain":[114],"sufficiency":[116],"extended":[119],"conditions.":[123,168],"To":[124],"overcome":[125],"uncertainty":[127],"saturation":[129],"quantizer,":[136],"we":[137,170,219],"also":[138],"give":[139],"statistical":[141,173],"boundedness":[145],"quantization":[147],"that":[148,181,191,254],"finite":[154],"number":[155],"bits":[157],"can":[158],"remain":[159],"unsaturated":[160],"desired":[163],"high":[164],"probability":[165],"certain":[167],"Furthermore,":[169],"provide":[171,220],"convergent":[177],"accuracy,":[178],"which":[179],"shows":[180],"value":[184,208],"just":[185],"converges":[186],"random":[189],"variable":[190],"falls":[192],"neighboring":[195],"average":[201,215],"expectation":[204],"equal":[210],"exactly.":[216],"In":[217],"addition,":[218],"differential":[222,245],"privacy":[223,246],"individual":[226],"agents":[227],"whole":[230],"network,":[231],"then":[233],"establish":[234],"potential":[236],"relationship":[237],"between":[238],"mechanism.":[247],"Finally,":[248],"simulation":[250],"results":[251,262],"visually":[252],"show":[253],"proposed":[256],"main":[260],"theoretical":[261],"are":[263],"effective":[264],"correct.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
