{"id":"https://openalex.org/W4412939601","doi":"https://doi.org/10.1109/tccn.2025.3595551","title":"Online Optimization for Learning to Communicate Over Time-Correlated Channels","display_name":"Online Optimization for Learning to Communicate Over Time-Correlated Channels","publication_year":2025,"publication_date":"2025-08-04","ids":{"openalex":"https://openalex.org/W4412939601","doi":"https://doi.org/10.1109/tccn.2025.3595551"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2025.3595551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3595551","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","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/A5009712745","display_name":"Zheshun Wu","orcid":"https://orcid.org/0000-0002-4099-552X"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheshun Wu","raw_affiliation_strings":["School of Computer Science and Technology, State Key Laboratory of Smart Farm Technologies and System, Harbin Institute of Technology Shenzhen, Shenzhen, China","School of Computer Science and Technology, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-4099-552X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, State Key Laboratory of Smart Farm Technologies and System, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083664091","display_name":"Junfan Li","orcid":"https://orcid.org/0000-0003-1027-4251"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfan Li","raw_affiliation_strings":["School of Computer Science and Technology, State Key Laboratory of Smart Farm Technologies and System, Harbin Institute of Technology Shenzhen, Shenzhen, China","School of Computer Science and Technology, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1027-4251","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, State Key Laboratory of Smart Farm Technologies and System, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051227924","display_name":"Zenglin Xu","orcid":"https://orcid.org/0000-0001-5550-6461"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zenglin Xu","raw_affiliation_strings":["Shanghai Academy of Artificial Intelligence for Science, Fudan University, Shanghai, China","Fudan University, China"],"raw_orcid":"https://orcid.org/0000-0001-5550-6461","affiliations":[{"raw_affiliation_string":"Shanghai Academy of Artificial Intelligence for Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210100255"]},{"raw_affiliation_string":"Fudan University, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606009","display_name":"Sumei Sun","orcid":"https://orcid.org/0000-0002-1701-8122"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sumei Sun","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research, Fusionopolis, Singapore","Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1701-8122","affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research, Fusionopolis, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100454005","display_name":"Jie Liu","orcid":"https://orcid.org/0000-0001-6209-6886"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Liu","raw_affiliation_strings":["School of Computer Science and Technology, State Key Laboratory of Smart Farm Technologies and System, Harbin Institute of Technology Shenzhen, Shenzhen, China","School of Computer Science and Technology, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6209-6886","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, State Key Laboratory of Smart Farm Technologies and System, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.762,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75963327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"1992","last_page":"2007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.8374000191688538,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11283","display_name":"Experimental Learning in Engineering","score":0.8374000191688538,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8080999851226807,"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":0.7986587285995483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7986587285995483}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2025.3595551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3595551","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"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 Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3537643952","display_name":null,"funder_award_id":"62350710797","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6992832216","display_name":null,"funder_award_id":"No.62350710797","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W595252221","https://openalex.org/W1570963478","https://openalex.org/W2054707875","https://openalex.org/W2055639053","https://openalex.org/W2098234850","https://openalex.org/W2130458564","https://openalex.org/W2156909104","https://openalex.org/W2666368276","https://openalex.org/W2734408173","https://openalex.org/W2736402963","https://openalex.org/W2766501232","https://openalex.org/W2884361170","https://openalex.org/W2885033069","https://openalex.org/W2946889564","https://openalex.org/W2949164659","https://openalex.org/W2962905943","https://openalex.org/W2964172224","https://openalex.org/W2966038277","https://openalex.org/W2976103643","https://openalex.org/W3006643426","https://openalex.org/W3016754131","https://openalex.org/W3023243379","https://openalex.org/W3126992230","https://openalex.org/W3136842896","https://openalex.org/W3163731022","https://openalex.org/W3216382785","https://openalex.org/W4205841652","https://openalex.org/W4236362309","https://openalex.org/W4237963784","https://openalex.org/W4292022450","https://openalex.org/W4313177124","https://openalex.org/W4313189738","https://openalex.org/W4319778066","https://openalex.org/W4327522503","https://openalex.org/W4386057509","https://openalex.org/W4390224355","https://openalex.org/W4390570517","https://openalex.org/W4391429601","https://openalex.org/W4391582599","https://openalex.org/W4392746553","https://openalex.org/W4401693013","https://openalex.org/W4404952336"],"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":{"Machine":[0],"learning":[1,71],"techniques":[2],"have":[3,154],"garnered":[4],"great":[5],"interest":[6],"in":[7,15,52],"designing":[8],"communication":[9,26,114],"systems":[10],"owing":[11],"to":[12,72,111,157,168,177],"their":[13],"capacity":[14],"tackling":[16],"with":[17,181],"channel":[18,62,89,166],"uncertainty.":[19],"To":[20,77],"provide":[21,132],"theoretical":[22,133,183],"guarantees":[23,134],"for":[24,34,91,99,135],"learning-based":[25],"systems,":[27,115],"some":[28],"recent":[29],"works":[30],"analyze":[31],"generalization":[32],"bounds":[33],"devised":[35],"methods":[36],"based":[37,122],"on":[38,84,123,143],"the":[39,60,124,144,165],"assumption":[40,63],"of":[41,70,108,148],"Independently":[42],"and":[43,64,95],"Identically":[44],"Distributed":[45],"(I.I.D.)":[46],"channels,":[47],"a":[48,170],"condition":[49],"rarely":[50],"met":[51],"practical":[53],"scenarios.":[54],"In":[55],"this":[56,79],"paper,":[57],"we":[58,81,116,131],"drop":[59],"I.I.D.":[61],"study":[65],"an":[66],"online":[67,119,126],"optimization":[68,120],"problem":[69],"communicate":[73],"over":[74],"time-correlated":[75,92,100],"channels.":[76,103],"address":[78],"issue,":[80],"further":[82],"focus":[83],"two":[85,118],"specific":[86],"tasks:":[87],"optimizing":[88],"decoders":[90],"fading":[93],"channels":[94,110],"selecting":[96],"optimal":[97],"codebooks":[98],"additive":[101],"noise":[102],"For":[104],"utilizing":[105],"temporal":[106],"dependence":[107],"considered":[109],"better":[112],"learn":[113],"develop":[117],"algorithms":[121,137],"optimistic":[125],"mirror":[127],"descent":[128],"framework.":[129],"Furthermore,":[130],"proposed":[136],"via":[138],"deriving":[139],"sub-linear":[140],"regret":[141],"bound":[142],"expected":[145],"error":[146,174],"probability":[147],"learned":[149],"systems.":[150],"Extensive":[151],"simulation":[152],"experiments":[153],"been":[155],"conducted":[156],"validate":[158],"that":[159],"our":[160,182],"presented":[161],"approaches":[162],"can":[163],"leverage":[164],"correlation":[167],"achieve":[169],"lower":[171],"average":[172],"symbol":[173],"rate":[175],"compared":[176],"baseline":[178],"methods,":[179],"consistent":[180],"findings.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
