{"id":"https://openalex.org/W4385078820","doi":"https://doi.org/10.1109/iwcmc58020.2023.10183284","title":"Factor Graph-based Deep Reinforcement Learning for Path Selection Scheme in Full-duplex Wireless Multihop Networks","display_name":"Factor Graph-based Deep Reinforcement Learning for Path Selection Scheme in Full-duplex Wireless Multihop Networks","publication_year":2023,"publication_date":"2023-06-19","ids":{"openalex":"https://openalex.org/W4385078820","doi":"https://doi.org/10.1109/iwcmc58020.2023.10183284"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc58020.2023.10183284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc58020.2023.10183284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Wireless Communications and Mobile Computing (IWCMC)","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/A5110933445","display_name":"Zhihan Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zhihan Cui","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085052611","display_name":"Aung Thura Phyo Khun","orcid":"https://orcid.org/0000-0001-5282-6232"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Aung Thura Phyo Khun","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084592647","display_name":"Yuto Lim","orcid":"https://orcid.org/0000-0001-7597-5660"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuto Lim","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106403018","display_name":"Yasuo Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuo Tan","raw_affiliation_strings":["School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) 1-1 Asahidai, Nomi,Ishikawa,JAPAN,923-1292","institution_ids":["https://openalex.org/I177738480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110933445"],"corresponding_institution_ids":["https://openalex.org/I177738480"],"apc_list":null,"apc_paid":null,"fwci":0.2678,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52982626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1220","last_page":"1225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9995999932289124,"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":0.7446867823600769},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6246788501739502},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.49168330430984497},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.48951709270477295},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.484466552734375},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4552426040172577},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43836015462875366},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4378378391265869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34548839926719666},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15101933479309082},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10162529349327087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7446867823600769},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6246788501739502},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.49168330430984497},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.48951709270477295},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.484466552734375},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4552426040172577},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43836015462875366},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4378378391265869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34548839926719666},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15101933479309082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10162529349327087},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc58020.2023.10183284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc58020.2023.10183284","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2145126914","https://openalex.org/W2902129484","https://openalex.org/W2963027968","https://openalex.org/W3207936911","https://openalex.org/W4285813882","https://openalex.org/W4289713102","https://openalex.org/W4312865063","https://openalex.org/W6848841219"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2586732548","https://openalex.org/W3049728571"],"abstract_inverted_index":{"Wireless":[0],"Multihop":[1],"Network":[2],"(WMN)":[3],"is":[4,125,155],"set":[5],"of":[6,13,44,57,62],"wirelessly":[7],"connected":[8],"nodes":[9,23],"without":[10],"an":[11],"aid":[12],"centralized":[14],"infrastructure":[15],"that":[16,34,136],"can":[17,65,141,171],"forward":[18],"any":[19],"message":[20,53],"via":[21],"relaying":[22],"by":[24],"multihop":[25,58,109],"fashion.":[26],"In":[27],"WMN,":[28],"there":[29],"are":[30,97],"still":[31],"some":[32],"issues":[33],"need":[35],"to":[36,41,50,105,114,127,160],"be":[37],"resolved,":[38],"like":[39],"due":[40],"the":[42,52,55,60,100,107,129,162,168],"uncertainty":[43],"source":[45,112],"node":[46,113,116],"choosing":[47],"a":[48,166],"path":[49,79,85,92,110],"send":[51],"and":[54,89,139,146],"nature":[56],"fashion,":[59],"performance":[61],"network":[63,144,169],"capacity":[64,145,170],"degrade":[66],"drastically.":[67],"To":[68],"solve":[69],"these":[70],"problems,":[71],"in":[72,157],"this":[73],"research":[74],"we":[75],"propose":[76],"two":[77],"novel":[78],"selection":[80,86,93],"algorithms":[81],"called":[82],"SNR-based":[83],"learning":[84,91,103],"(NLPS)":[87],"algorithm":[88],"SINR-based":[90],"(INLPS)":[94],"algorithm,":[95],"which":[96],"incorporated":[98],"with":[99,117],"deep":[101],"reinforcement":[102],"(DRL)":[104],"select":[106],"best":[108],"from":[111],"destination":[115],"highest":[118],"endto-end":[119],"throughput.":[120],"Factor":[121],"graph":[122],"(FG)":[123],"representation":[124],"used":[126,156],"reduce":[128,161],"computation":[130,148],"time.":[131,149],"Our":[132],"simulation":[133],"results":[134],"reveal":[135],"both":[137],"NLPS":[138],"INLPS":[140],"achieve":[142],"high":[143],"moderate":[147],"Meanwhile,":[150],"nested":[151],"lattice":[152],"code":[153],"(NLC)":[154],"compute-and-forward":[158],"strategy":[159],"time":[163],"slots.":[164],"As":[165],"result,":[167],"increase":[172],"more.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
