{"id":"https://openalex.org/W4408840518","doi":"https://doi.org/10.23919/transcom.2024ebp3108","title":"Parallel Multi-Relay Selection Method Based on DRL in Terminal Cooperative Communication","display_name":"Parallel Multi-Relay Selection Method Based on DRL in Terminal Cooperative Communication","publication_year":2025,"publication_date":"2025-03-26","ids":{"openalex":"https://openalex.org/W4408840518","doi":"https://doi.org/10.23919/transcom.2024ebp3108"},"language":"en","primary_location":{"id":"doi:10.23919/transcom.2024ebp3108","is_oa":false,"landing_page_url":"https://doi.org/10.23919/transcom.2024ebp3108","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","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/A5101845982","display_name":"Hui Zhi","orcid":"https://orcid.org/0000-0003-1429-8437"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhi","raw_affiliation_strings":["Anhui University,Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,Hefei,China,230601","Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei 230601, China; School of Electronic and Information Engineering, Anhui University, Hefei 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui University,Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,Hefei,China,230601","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei 230601, China; School of Electronic and Information Engineering, Anhui University, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022766235","display_name":"Runze Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runze Ye","raw_affiliation_strings":["Anhui University,Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,Hefei,China,230601","Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei 230601, China; School of Electronic and Information Engineering, Anhui University, Hefei 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui University,Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,Hefei,China,230601","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei 230601, China; School of Electronic and Information Engineering, Anhui University, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100606549","display_name":"Jie Fei","orcid":"https://orcid.org/0000-0001-9079-7874"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Fei","raw_affiliation_strings":["Anhui University,Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,Hefei,China,230601","Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei 230601, China; School of Electronic and Information Engineering, Anhui University, Hefei 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui University,Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education,Hefei,China,230601","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei 230601, China; School of Electronic and Information Engineering, Anhui University, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016780518","display_name":"Xiaoguang Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114189","display_name":"Link Consulting","ror":"https://ror.org/0206kf863","country_code":"PT","type":"company","lineage":["https://openalex.org/I4210114189"]},{"id":"https://openalex.org/I4210149379","display_name":"NEC (China)","ror":"https://ror.org/04xrcx824","country_code":"CN","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210149379"]}],"countries":["CN","PT"],"is_corresponding":false,"raw_author_name":"Xiaoguang Ding","raw_affiliation_strings":["Beijing nebula-link Co., Ltd.,China","Beijing nebula-link Co., Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing nebula-link Co., Ltd.,China","institution_ids":["https://openalex.org/I4210149379"]},{"raw_affiliation_string":"Beijing nebula-link Co., Ltd","institution_ids":["https://openalex.org/I4210114189"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04660106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E108-B","issue":"9","first_page":"1082","last_page":"1092"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9904000163078308,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9904000163078308,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9628000259399414,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9606999754905701,"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":0.9007826447486877},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.8236746788024902},{"id":"https://openalex.org/keywords/terminal","display_name":"Terminal (telecommunication)","score":0.7797969579696655},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6941789388656616},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5047365427017212},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.37512731552124023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15066978335380554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9007826447486877},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.8236746788024902},{"id":"https://openalex.org/C2779664074","wikidata":"https://www.wikidata.org/wiki/Q3518405","display_name":"Terminal (telecommunication)","level":2,"score":0.7797969579696655},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6941789388656616},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5047365427017212},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.37512731552124023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15066978335380554},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/transcom.2024ebp3108","is_oa":false,"landing_page_url":"https://doi.org/10.23919/transcom.2024ebp3108","pdf_url":null,"source":{"id":"https://openalex.org/S2493627025","display_name":"IEICE Transactions on Communications","issn_l":"0916-8516","issn":["0916-8516","1745-1345"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4447328716","display_name":null,"funder_award_id":"62001001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7535305054","display_name":null,"funder_award_id":"2022AH050109","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1965045300","https://openalex.org/W2009169521","https://openalex.org/W2061294128","https://openalex.org/W2091131578","https://openalex.org/W2098415901","https://openalex.org/W2098944100","https://openalex.org/W2110836177","https://openalex.org/W2118888819","https://openalex.org/W2133072340","https://openalex.org/W2318543278","https://openalex.org/W2577115920","https://openalex.org/W2775914276","https://openalex.org/W2898035736","https://openalex.org/W2920930999","https://openalex.org/W2954168748","https://openalex.org/W2968693497","https://openalex.org/W3036376198","https://openalex.org/W3126934977","https://openalex.org/W3171670197","https://openalex.org/W3188190580","https://openalex.org/W4206074987","https://openalex.org/W4366332812","https://openalex.org/W4378363826"],"related_works":["https://openalex.org/W2539674285","https://openalex.org/W1998322187","https://openalex.org/W1038122923","https://openalex.org/W2952514781","https://openalex.org/W3019210376","https://openalex.org/W2391145594","https://openalex.org/W2326572623","https://openalex.org/W1559320887","https://openalex.org/W2284606164","https://openalex.org/W2966229283"],"abstract_inverted_index":{"In":[0,101],"terminal":[1],"cooperative":[2],"communication,":[3],"the":[4,15,20,55,64,75,80,85,104,109,115,122,131,150,171],"existing":[5],"relay":[6,10,33,43,99,107,135],"selection":[7,34,44,136,144],"schemes":[8],"with":[9,161],"buffer":[11,65],"do":[12],"not":[13,28],"consider":[14],"source":[16,24,76,86,112],"data":[17,77,87,113,154],"size":[18,78],"and":[19,26,60,63,83,121,176],"transmit":[21],"sequence":[22,110],"of":[23,57,67,79,106,111,118,124,145,152,173],"packets,":[25,91,114],"are":[27,127],"suitable":[29],"for":[30],"parallel":[31,41,97,133],"multi":[32,42,98,134],"scenarios.":[35],"Therefore,":[36,130],"this":[37],"paper":[38],"proposes":[39],"a":[40],"method":[45,137,165],"based":[46,138,148],"on":[47,139,149],"deep":[48],"reinforcement":[49],"learning":[50],"(DRL),":[51],"which":[52],"comprehensively":[53],"considers":[54],"throughput":[56,169],"source-relay":[58],"link":[59],"relay-destination":[61],"link,":[62],"status":[66],"all":[68],"optional":[69],"relays,":[70],"uses":[71,93],"LSTM":[72],"to":[73,95],"predict":[74],"next":[81],"moment":[82],"divides":[84],"into":[88],"appropriately":[89],"sized":[90],"then":[92],"DRL":[94,140],"perform":[96],"selection.":[100],"addition,":[102],"in":[103],"process":[105,117],"selection,":[108],"complete":[116],"packet":[119,125,177],"forwarding,":[120],"delay":[123],"forwarding":[126,174],"also":[128],"considered.":[129],"proposed":[132,164],"can":[141,166],"achieve":[142,167],"dynamic":[143],"multiple":[146],"relays":[147],"number":[151],"divided":[153],"packets.":[155],"Simulation":[156],"results":[157],"show":[158],"that,":[159],"compared":[160],"Max-Ratio":[162],"method,":[163],"higher":[168],"under":[170],"constraints":[172],"times":[175],"transmitting":[178],"delay.":[179]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
