{"id":"https://openalex.org/W3198351356","doi":"https://doi.org/10.1109/tnnls.2021.3106947","title":"Cluster Synchronization Control for Discrete-Time Complex Dynamical Networks: When Data Transmission Meets Constrained Bit Rate","display_name":"Cluster Synchronization Control for Discrete-Time Complex Dynamical Networks: When Data Transmission Meets Constrained Bit Rate","publication_year":2021,"publication_date":"2021-09-08","ids":{"openalex":"https://openalex.org/W3198351356","doi":"https://doi.org/10.1109/tnnls.2021.3106947","mag":"3198351356","pmid":"https://pubmed.ncbi.nlm.nih.gov/34495846"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2021.3106947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3106947","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/bitstream/2438/23313/2/FullText.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363202","display_name":"Junyi Li","orcid":"https://orcid.org/0000-0001-7830-490X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-Yi Li","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Guangdong Province Key Laboratory of Intelligent Decision and Cooperative Control, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7830-490X","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong Province Key Laboratory of Intelligent Decision and Cooperative Control, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699858","display_name":"Zidong Wang","orcid":"https://orcid.org/0000-0002-9576-7401"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zidong Wang","raw_affiliation_strings":["Department of Computer Science, Brunel University London, Uxbridge, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9576-7401","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brunel University London, Uxbridge, U.K","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110403096","display_name":"Renquan Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renquan Lu","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Guangdong Province Key Laboratory of Intelligent Decision and Cooperative Control, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1084-8243","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong Province Key Laboratory of Intelligent Decision and Cooperative Control, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044552537","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0003-2219-7732"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China","Guangdong Province Key Laboratory of Intelligent Decision and Cooperative Control, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2219-7732","affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"Guangdong Province Key Laboratory of Intelligent Decision and Cooperative Control, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1687,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.94194292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"34","issue":"5","first_page":"2554","last_page":"2568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":1.0,"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":0.9994000196456909,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9990000128746033,"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/synchronization","display_name":"Synchronization (alternating current)","score":0.7377364635467529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6464621424674988},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5172498822212219},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5140775442123413},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5051918625831604},{"id":"https://openalex.org/keywords/synchronization-networks","display_name":"Synchronization networks","score":0.4568946361541748},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4451026916503906},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35730183124542236},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.25464197993278503},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07024067640304565},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.06516069173812866}],"concepts":[{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.7377364635467529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6464621424674988},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5172498822212219},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5140775442123413},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5051918625831604},{"id":"https://openalex.org/C111097370","wikidata":"https://www.wikidata.org/wiki/Q10969923","display_name":"Synchronization networks","level":4,"score":0.4568946361541748},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4451026916503906},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35730183124542236},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25464197993278503},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07024067640304565},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.06516069173812866},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2021.3106947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3106947","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:34495846","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34495846","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 neural networks and learning systems","raw_type":null},{"id":"pmh:oai:bura.brunel.ac.uk:2438/23313","is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/23313","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/23313/2/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:bura.brunel.ac.uk:2438/23313","is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/23313","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/23313/2/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1807432837","display_name":null,"funder_award_id":"61873148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4987565025","display_name":null,"funder_award_id":"2018YFB1700400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5705614575","display_name":null,"funder_award_id":"61933007","funder_id":"https://openalex.org/F4320308269","funder_display_name":"Alexander von Humboldt-Stiftung"},{"id":"https://openalex.org/G7037757187","display_name":null,"funder_award_id":"62121004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7520588270","display_name":"\u7f51\u7edc\u653b\u51fb\u60c5\u5f62\u4e0b\u77ff\u5c71\u7269\u7406\u4fe1\u606f\u878d\u5408\u7cfb\u7edf\u7684\u5206\u5e03\u5f0f\u6545\u969c\u8bca\u65ad\u7814\u7a76","funder_award_id":"61933007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8282800992","display_name":null,"funder_award_id":"61873148","funder_id":"https://openalex.org/F4320308269","funder_display_name":"Alexander von Humboldt-Stiftung"},{"id":"https://openalex.org/G8714801762","display_name":null,"funder_award_id":"2019BT02X353","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324202","display_name":"Guangdong Science and Technology Department","ror":"https://ror.org/00tjzgn92"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3198351356.pdf","grobid_xml":"https://content.openalex.org/works/W3198351356.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W834528444","https://openalex.org/W1963344158","https://openalex.org/W1966523973","https://openalex.org/W1966811233","https://openalex.org/W1972728519","https://openalex.org/W1973969718","https://openalex.org/W1978848993","https://openalex.org/W2005773955","https://openalex.org/W2009702937","https://openalex.org/W2010465263","https://openalex.org/W2050012402","https://openalex.org/W2059529072","https://openalex.org/W2070722739","https://openalex.org/W2074547589","https://openalex.org/W2076135104","https://openalex.org/W2111543721","https://openalex.org/W2112030268","https://openalex.org/W2117817591","https://openalex.org/W2125369456","https://openalex.org/W2128402422","https://openalex.org/W2145206324","https://openalex.org/W2156216606","https://openalex.org/W2157076370","https://openalex.org/W2161425440","https://openalex.org/W2161874107","https://openalex.org/W2164727176","https://openalex.org/W2592367870","https://openalex.org/W2738765409","https://openalex.org/W2885798443","https://openalex.org/W2890751217","https://openalex.org/W2898438533","https://openalex.org/W2907039237","https://openalex.org/W2908142178","https://openalex.org/W2940480000","https://openalex.org/W2949677133","https://openalex.org/W2955317464","https://openalex.org/W2965262292","https://openalex.org/W2971834997","https://openalex.org/W2982507883","https://openalex.org/W2984987324","https://openalex.org/W2999214954","https://openalex.org/W3012031616","https://openalex.org/W3026667032","https://openalex.org/W3033813840","https://openalex.org/W3084378749","https://openalex.org/W3091904694","https://openalex.org/W3092161106","https://openalex.org/W3093149259","https://openalex.org/W3094396364","https://openalex.org/W3097941062","https://openalex.org/W3100910681","https://openalex.org/W3119207288","https://openalex.org/W3132795731","https://openalex.org/W3163171063","https://openalex.org/W3166033322","https://openalex.org/W3189578536","https://openalex.org/W6669136357","https://openalex.org/W6783670554","https://openalex.org/W6784353434","https://openalex.org/W6785049504","https://openalex.org/W6785050555","https://openalex.org/W6795482718"],"related_works":["https://openalex.org/W1586366284","https://openalex.org/W2063663506","https://openalex.org/W2297311436","https://openalex.org/W153843616","https://openalex.org/W2397248170","https://openalex.org/W2050769472","https://openalex.org/W3118528670","https://openalex.org/W2969606317","https://openalex.org/W2527776493","https://openalex.org/W2288531340"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"the":[3,16,32,37,40,45,49,62,66,70,82,86,90,95,106,123,128,136,147,160,165],"cluster":[4,50,71,96],"synchronization":[5,51,108,116,148,167],"control":[6,46,168],"problem":[7],"is":[8,19,28,57,78,131],"studied":[9],"for":[10,122],"discrete-time":[11],"complex":[12],"dynamical":[13],"networks":[14],"when":[15],"data":[17],"transmission":[18],"subject":[20],"to":[21,30,60,80,104,112,134,158],"constrained":[22,41],"bit":[23,42,87],"rate.":[24],"A":[25,54],"bit-rate":[26,76,124],"model":[27],"presented":[29],"quantify":[31],"limited":[33],"network":[34],"bandwidth,":[35],"and":[36,73,89,127,162],"effects":[38],"from":[39],"rate":[43,88],"onto":[44],"performance":[47,92,117],"of":[48,65,69,94,146,164],"are":[52,102,156],"evaluated.":[53],"sufficient":[55],"condition":[56,77],"first":[58],"proposed":[59],"guarantee":[61],"ultimate":[63],"boundedness":[64],"error":[67,149],"dynamics":[68],"synchronization,":[72],"then,":[74],"a":[75,141],"established":[79],"reveal":[81],"fundamental":[83],"relationship":[84],"between":[85],"certain":[91,142],"index":[93],"synchronization.":[97],"Subsequently,":[98],"two":[99,114],"optimization":[100],"problems":[101],"formulated":[103],"design":[105],"desired":[107],"controllers":[109],"with":[110],"aim":[111],"achieve":[113],"distinct":[115],"indices.":[118],"The":[119],"codesign":[120],"issue":[121],"allocation":[125],"protocol":[126],"controller":[129],"gains":[130],"further":[132],"discussed":[133],"reduce":[135],"conservatism":[137],"by":[138],"locally":[139],"minimizing":[140],"asymptotic":[143],"upper":[144],"bound":[145],"dynamics.":[150],"Finally,":[151],"three":[152],"illustrative":[153],"simulation":[154],"examples":[155],"utilized":[157],"validate":[159],"feasibility":[161],"effectiveness":[163],"developed":[166],"scheme.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}