{"id":"https://openalex.org/W4379983346","doi":"https://doi.org/10.1109/tifs.2023.3284611","title":"Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication","display_name":"Intra-Domain Knowledge Reuse Assisted Reinforcement Learning for Fast Anti-Jamming Communication","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379983346","doi":"https://doi.org/10.1109/tifs.2023.3284611"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2023.3284611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3284611","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5101991783","display_name":"Quan Zhou","orcid":"https://orcid.org/0000-0002-9947-9722"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Zhou","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9947-9722","affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044660726","display_name":"Yingtao Niu","orcid":"https://orcid.org/0000-0001-6366-3774"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingtao Niu","raw_affiliation_strings":["Sixty-Third Research Institute, National University of Defense Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6366-3774","affiliations":[{"raw_affiliation_string":"Sixty-Third Research Institute, National University of Defense Technology, Nanjing, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110602401","display_name":"Xiang Peng","orcid":"https://orcid.org/0000-0002-8244-2202"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xiang","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University of PLA, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University of PLA, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063833213","display_name":"Yonggui Li","orcid":"https://orcid.org/0000-0001-7727-7153"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonggui Li","raw_affiliation_strings":["Sixty-Third Research Institute, National University of Defense Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7727-7153","affiliations":[{"raw_affiliation_string":"Sixty-Third Research Institute, National University of Defense Technology, Nanjing, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.2641,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9605121,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"4707","last_page":"4720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11498","display_name":"Security in 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"}},"topics":[{"id":"https://openalex.org/T11498","display_name":"Security in 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"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9958999752998352,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.975600004196167,"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":0.8517083525657654},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7789626121520996},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.711381733417511},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5631194114685059},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5350175499916077},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4987173080444336},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3765206038951874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3558575510978699}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8517083525657654},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7789626121520996},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.711381733417511},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5631194114685059},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5350175499916077},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4987173080444336},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3765206038951874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3558575510978699},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2023.3284611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3284611","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6339383149","display_name":null,"funder_award_id":"U19B2014","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W158722652","https://openalex.org/W2095489381","https://openalex.org/W2107726111","https://openalex.org/W2129247051","https://openalex.org/W2148624041","https://openalex.org/W2158304715","https://openalex.org/W2160041839","https://openalex.org/W2165698076","https://openalex.org/W2257979135","https://openalex.org/W2765492968","https://openalex.org/W2800740088","https://openalex.org/W2891654323","https://openalex.org/W2948999244","https://openalex.org/W2969129261","https://openalex.org/W2978070926","https://openalex.org/W2980248684","https://openalex.org/W2980626082","https://openalex.org/W3006186780","https://openalex.org/W3022566517","https://openalex.org/W3041133507","https://openalex.org/W3056678973","https://openalex.org/W3117712094","https://openalex.org/W3119223610","https://openalex.org/W3155439204","https://openalex.org/W3160374416","https://openalex.org/W3162813820","https://openalex.org/W3163676048","https://openalex.org/W3166052165","https://openalex.org/W3171808323","https://openalex.org/W3196853946","https://openalex.org/W3208796191","https://openalex.org/W4210373530","https://openalex.org/W4210882709","https://openalex.org/W4214854086","https://openalex.org/W4226459069","https://openalex.org/W4244434362","https://openalex.org/W4280585858","https://openalex.org/W4285135767","https://openalex.org/W4285217437","https://openalex.org/W4308669897","https://openalex.org/W6682999179","https://openalex.org/W6776438516","https://openalex.org/W6796367035","https://openalex.org/W6797033479","https://openalex.org/W6797702751","https://openalex.org/W6846854673"],"related_works":["https://openalex.org/W4200319726","https://openalex.org/W1984793747","https://openalex.org/W3197729047","https://openalex.org/W4312547492","https://openalex.org/W1987034598","https://openalex.org/W2370486284","https://openalex.org/W2143847498","https://openalex.org/W2354671671","https://openalex.org/W3005169718","https://openalex.org/W1659460237"],"abstract_inverted_index":{"The":[0,190],"novel":[1],"technology":[2],"based":[3,78],"on":[4,42,79],"reinforcement":[5],"learning":[6],"(RL)":[7],"is":[8,54],"considered":[9],"as":[10,107,180],"a":[11,56,74,110],"promising":[12],"direction":[13],"to":[14,59,93,108,135,181],"achieve":[15],"cognitive":[16],"and":[17,48,66,158,173,186,203,215,218,222],"even":[18],"intelligent":[19],"anti-jamming":[20,62,76,104,126],"communication.":[21],"However,":[22],"traditional":[23],"RL":[24,40],"converges":[25],"slowly":[26],"in":[27,101,142,147],"the":[28,35,90,95,102,122,125,148,155,168,175,200,205,211],"face":[29],"of":[30,38,97,112,160,170],"huge":[31],"state-action":[32,99,116,145,161],"space,":[33],"while":[34],"performance":[36],"improvement":[37],"deep":[39],"depends":[41],"high-cost":[43],"computing":[44],"resources.":[45],"Under":[46],"unknown":[47,214],"dynamic":[49,171,216],"malicious":[50,184],"jamming":[51,140,185,223],"attacks,":[52,141],"it":[53,137],"still":[55],"major":[57],"challenge":[58],"realize":[60],"online":[61],"communication":[63,103],"through":[64,154],"fast":[65,75],"autonomous":[67],"learning.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72,88],"propose":[73],"scheme":[77,197],"intra-domain":[80],"knowledge":[81,113],"reuse":[82,114,159],"for":[83],"distributed":[84],"wireless":[85],"networks.":[86],"First,":[87],"introduce":[89],"Bisimulation":[91],"Relation":[92],"measure":[94],"similarity":[96,119],"different":[98,144],"pairs":[100,146],"problem,":[105],"so":[106,179],"build":[109],"bridge":[111],"between":[115],"pairs.":[117],"This":[118],"stems":[120],"from":[121],"fact":[123],"that":[124,194],"problem":[127],"can":[128,165],"be":[129],"divided":[130],"into":[131],"two":[132],"categories":[133],"according":[134],"whether":[136],"successfully":[138],"resists":[139],"which":[143],"same":[149],"category":[150],"have":[151],"similarities.":[152],"Then,":[153],"real-time":[156],"update":[157],"values,":[162],"each":[163],"node":[164],"independently":[166],"learn":[167],"characteristics":[169],"environment":[172],"adjust":[174],"transmission":[176],"strategy":[177],"quickly,":[178],"avoid":[182],"external":[183],"internal":[187],"mutual":[188],"interference.":[189],"simulation":[191],"results":[192],"show":[193],"our":[195],"proposed":[196],"significantly":[198],"accelerates":[199],"convergence":[201],"speed":[202],"improves":[204],"network":[206],"normalized":[207],"throughput":[208],"compared":[209],"with":[210],"benchmark":[212],"against":[213],"jamming,":[217],"has":[219],"remarkable":[220],"agility":[221],"memory.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
