{"id":"https://openalex.org/W4391496522","doi":"https://doi.org/10.1109/wcsp58612.2023.10404924","title":"DQN-Based Routing Resources Optimization in UAV Swarm Communication System","display_name":"DQN-Based Routing Resources Optimization in UAV Swarm Communication System","publication_year":2023,"publication_date":"2023-11-02","ids":{"openalex":"https://openalex.org/W4391496522","doi":"https://doi.org/10.1109/wcsp58612.2023.10404924"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp58612.2023.10404924","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcsp58612.2023.10404924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-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/A5100762685","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-7072-7817"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Li","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Electronic and Information Engineering,Nanjing,China","College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Electronic and Information Engineering,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112320761","display_name":"Xiaoyu Dang","orcid":"https://orcid.org/0000-0002-1519-7139"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Dang","raw_affiliation_strings":["Hangzhou Dianzi University,Space Information Research Institute,Hangzhou,China","Space Information Research Institute, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University,Space Information Research Institute,Hangzhou,China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Space Information Research Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100326552","display_name":"Sai Li","orcid":"https://orcid.org/0000-0002-0032-924X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sai Li","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Electronic and Information Engineering,Nanjing,China","College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Electronic and Information Engineering,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100762685"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.7555,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85713362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"426","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9965000152587891,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.8052399158477783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7971174716949463},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6741263270378113},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6734781861305237},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5642598271369934},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5571194887161255},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.5214673280715942},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5115007162094116},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4847519099712372},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.4761645495891571},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.4598044455051422},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4553624987602234},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4485810101032257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17201408743858337},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15916532278060913}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.8052399158477783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7971174716949463},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6741263270378113},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6734781861305237},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5642598271369934},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5571194887161255},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.5214673280715942},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5115007162094116},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4847519099712372},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.4761645495891571},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.4598044455051422},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4553624987602234},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4485810101032257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17201408743858337},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15916532278060913}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp58612.2023.10404924","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wcsp58612.2023.10404924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2090454021","https://openalex.org/W2103587172","https://openalex.org/W2108241023","https://openalex.org/W2130398693","https://openalex.org/W2145339207","https://openalex.org/W2349769357","https://openalex.org/W2783057440","https://openalex.org/W2792331782","https://openalex.org/W2962691117","https://openalex.org/W3035974436"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2170656329","https://openalex.org/W4200038496","https://openalex.org/W2377373413"],"abstract_inverted_index":{"Unmanned":[0],"Aerial":[1],"Vehicles":[2],"(UAVs)":[3],"can":[4,113],"collect":[5],"a":[6,28],"wide":[7],"variety":[8],"of":[9,23,27,33,64],"data":[10,45,90,104,116],"in":[11],"the":[12,19,24,31,50,56,62,73,79,107],"air":[13],"and":[14,41,55,92],"then":[15],"transmit":[16],"them":[17],"to":[18,61,84,97],"ground":[20],"stations,":[21],"because":[22],"limited":[25],"capability":[26],"single":[29],"UAV,":[30],"application":[32],"UAV":[34,80],"swarm":[35,81],"communication":[36,46,82],"system":[37,83,100],"is":[38,95],"becoming":[39],"more":[40,42],"widespread.":[43],"Two":[44],"modes":[47],"are":[48],"included,":[49],"UAV-to-base":[51],"station":[52],"(U2B)":[53],"link":[54,75],"UAV-to-UAV":[57],"(U2U)":[58],"link.":[59],"According":[60],"principles":[63],"deep":[65],"Q":[66],"learning":[67,112],"networks(DQN),":[68],"treated":[69],"as":[70],"an":[71],"agent":[72],"U2U":[74],"could":[76],"interact":[77],"with":[78,119],"select":[85],"appropriate":[86],"routing":[87,121],"nodes":[88],"for":[89],"transmission":[91,117],"channel":[93],"attention(CA)":[94],"introduced":[96],"further":[98],"improve":[99],"performance.":[101],"The":[102],"simulation":[103],"shows":[105],"that":[106],"network":[108],"based":[109],"on":[110],"reinforcement":[111],"obtain":[114],"higher":[115],"capacity":[118],"fewer":[120],"hops.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}