{"id":"https://openalex.org/W4405303643","doi":"https://doi.org/10.1109/taes.2024.3516711","title":"A Cooperative Jamming Decision-Making Method via Deep Reinforcement Learning","display_name":"A Cooperative Jamming Decision-Making Method via Deep Reinforcement Learning","publication_year":2024,"publication_date":"2024-12-12","ids":{"openalex":"https://openalex.org/W4405303643","doi":"https://doi.org/10.1109/taes.2024.3516711"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2024.3516711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3516711","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","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/A5087101695","display_name":"Chudi Zhang","orcid":"https://orcid.org/0000-0002-0839-3908"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chudi Zhang","raw_affiliation_strings":["Academy of Military Science, Beijing, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0839-3908","affiliations":[{"raw_affiliation_string":"Academy of Military Science, Beijing, China","institution_ids":["https://openalex.org/I4210158522"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Houwei Liu","orcid":"https://orcid.org/0009-0006-3297-4565"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houwei Liu","raw_affiliation_strings":["Sun Yat-Sen University, Guangzhou, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0006-3297-4565","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089580457","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-8515-4188"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Sun Yat-Sen University, Guangzhou, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8515-4188","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444637","display_name":"Lulu Wang","orcid":"https://orcid.org/0000-0002-6796-2533"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulu Wang","raw_affiliation_strings":["Academy of Military Science, Beijing, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6796-2533","affiliations":[{"raw_affiliation_string":"Academy of Military Science, Beijing, China","institution_ids":["https://openalex.org/I4210158522"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100826542","display_name":"Shiyou Xu","orcid":"https://orcid.org/0000-0002-4235-7986"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyou Xu","raw_affiliation_strings":["Sun Yat-Sen University, Guangzhou, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-4235-7986","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jiajun Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Bai","raw_affiliation_strings":["Academy of Military Science, Beijing, China","School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Science, Beijing, China","institution_ids":["https://openalex.org/I4210158522"]},{"raw_affiliation_string":"School of Electronics and Communication Engineering, Sun Yat-Sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087101695"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I4210158522"],"apc_list":null,"apc_paid":null,"fwci":0.6623,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76733677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"61","issue":"3","first_page":"5644","last_page":"5658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.30570000410079956,"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"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.30570000410079956,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.26589998602867126,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.2612999975681305,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.7681601047515869},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7120971083641052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6008641719818115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48371484875679016},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.45553919672966003},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30452340841293335}],"concepts":[{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.7681601047515869},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7120971083641052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6008641719818115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48371484875679016},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.45553919672966003},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30452340841293335},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2024.3516711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3516711","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"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 Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2448126047","display_name":null,"funder_award_id":"62171455","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8966771777","display_name":null,"funder_award_id":"JCYJ20180307151430655","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329791","display_name":"Shenzhen Fundamental Research Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2099618002","https://openalex.org/W2353797063","https://openalex.org/W2991046523","https://openalex.org/W3000632804","https://openalex.org/W3038962357","https://openalex.org/W3105814356","https://openalex.org/W3210638057","https://openalex.org/W4200134422","https://openalex.org/W4205557809","https://openalex.org/W4297964528","https://openalex.org/W4360930651","https://openalex.org/W4366492991","https://openalex.org/W4380680527","https://openalex.org/W4385877392","https://openalex.org/W4401325867","https://openalex.org/W4403919894","https://openalex.org/W6735579001"],"related_works":["https://openalex.org/W1984793747","https://openalex.org/W4312547492","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W3197729047","https://openalex.org/W2920061524","https://openalex.org/W3016692377","https://openalex.org/W1624160917","https://openalex.org/W1977959518","https://openalex.org/W2370486284"],"abstract_inverted_index":{"Cognitive":[0,15],"electronic":[1],"warfare":[2],"is":[3,44,55],"gaining":[4],"increasing":[5],"attention":[6],"and":[7,38,101,127,143,155,177,207,220],"will":[8],"play":[9],"an":[10],"important":[11],"role":[12],"in":[13,31,88,98,146,245],"warfare.":[14],"jamming":[16,46,76,85,197],"decision":[17,48,198],"making,":[18,199],"as":[19],"a":[20,51,83,105],"key":[21],"technology,":[22],"significantly":[23],"influences":[24],"battlefield":[25,61],"dynamics.":[26],"Modern":[27],"radar":[28,97],"can":[29,65,192],"work":[30],"multiple":[32],"directions":[33,100],"at":[34],"the":[35,41,96,115,121,131,138,147,160,181,189,214,226,229,238,241],"same":[36,182],"time,":[37],"most":[39],"of":[40,50,140,216,240],"existing":[42],"research":[43],"on":[45,104,172],"style":[47],"making":[49],"single":[52],"jammer,":[53],"which":[54,89,236],"difficult":[56],"to":[57,59,94,130,135,158],"adapt":[58],"complex":[60],"situations.":[62],"Multiagent":[63],"coordination":[64],"effectively":[66,136,193],"deal":[67],"with":[68,204,225],"multifunctional":[69],"radar,":[70],"so":[71],"this":[72,80,112,246],"article":[73,81,113],"investigates":[74],"cooperative":[75,84,196],"decision-making":[77,86],"algorithms.":[78],"First,":[79],"establishes":[82],"model,":[87],"three":[90,99],"jammers":[91],"are":[92,102],"assumed":[93],"jam":[95],"based":[103],"centralized":[106],"learning":[107],"distributed":[108],"execution":[109],"architecture.":[110],"Then,":[111],"extends":[114],"advantage":[116,123,164],"actor\u2013critic":[117,124,165],"algorithm":[118,126,191,212,231],"by":[119],"proposing":[120],"multiagent":[122,161],"(MA-A2C)":[125],"applying":[128],"it":[129,201],"model.":[132],"In":[133],"order":[134],"solve":[137],"problems":[139,203],"high":[141],"variance":[142],"environmental":[144],"sensitivity":[145],"MA-A2C":[148,190,227],"algorithm,":[149,228],"we":[150],"propose":[151,159],"two":[152,174],"improvement":[153,242],"methods":[154],"combine":[156],"them":[157],"heuristic":[162],"dueling":[163],"(MA-HDA2C)":[166],"algorithm.":[167],"We":[168],"conducted":[169],"simulation":[170],"experiments":[171],"MA-A2C,":[173],"improved":[175],"methods,":[176],"MA-HDA2C":[178,211,230],"algorithms":[179],"under":[180],"modeling":[183],"conditions.":[184],"The":[185,210],"results":[186],"show":[187],"that":[188],"carry":[194],"out":[195],"but":[200],"has":[202,213,232],"low":[205],"efficiency":[206],"poor":[208],"stability.":[209],"advantages":[215],"fast":[217],"convergence":[218,222],"speed":[219],"stable":[221],"results.":[223],"Compared":[224],"more":[233],"significant":[234],"superiority,":[235],"proves":[237],"effectiveness":[239],"method":[243],"proposed":[244],"article.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}