{"id":"https://openalex.org/W4399154705","doi":"https://doi.org/10.1109/wf-iot58464.2023.10539592","title":"Topology Optimization of Wireless Sensor Networks based on Full Interactive Distributed Reinforcement Learning","display_name":"Topology Optimization of Wireless Sensor Networks based on Full Interactive Distributed Reinforcement Learning","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4399154705","doi":"https://doi.org/10.1109/wf-iot58464.2023.10539592"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot58464.2023.10539592","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wf-iot58464.2023.10539592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100452387","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0002-6350-8966"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Sun","raw_affiliation_strings":["Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077884713","display_name":"Wenhao Wang","orcid":"https://orcid.org/0000-0002-9081-247X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Wang","raw_affiliation_strings":["Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032143076","display_name":"Qiyue Li","orcid":"https://orcid.org/0000-0002-9399-8759"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiyue Li","raw_affiliation_strings":["Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100646162","display_name":"Weitao Li","orcid":"https://orcid.org/0000-0003-2142-4075"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weitao Li","raw_affiliation_strings":["Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering,Hefei,China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Hefei University of Technology, School of Electrical and Automation Engineering, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":0.3628,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57684657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9911999702453613,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9911999702453613,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.972100019454956,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.8872393369674683},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.756710410118103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6979447603225708},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6290460824966431},{"id":"https://openalex.org/keywords/mobile-wireless-sensor-network","display_name":"Mobile wireless sensor network","score":0.617650032043457},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5538215637207031},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5525316596031189},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5170755982398987},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.46028462052345276},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4466556906700134},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4440634846687317},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.43231263756752014},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.39502161741256714},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1541157364845276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12646347284317017},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1034795343875885}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.8872393369674683},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.756710410118103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6979447603225708},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6290460824966431},{"id":"https://openalex.org/C7091991","wikidata":"https://www.wikidata.org/wiki/Q17149548","display_name":"Mobile wireless sensor network","level":5,"score":0.617650032043457},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5538215637207031},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5525316596031189},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5170755982398987},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.46028462052345276},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4466556906700134},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4440634846687317},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.43231263756752014},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.39502161741256714},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1541157364845276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12646347284317017},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1034795343875885},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wf-iot58464.2023.10539592","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wf-iot58464.2023.10539592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th World Forum on Internet of Things (WF-IoT)","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":12,"referenced_works":["https://openalex.org/W1969727861","https://openalex.org/W1974640906","https://openalex.org/W2167689112","https://openalex.org/W2890912170","https://openalex.org/W2997350561","https://openalex.org/W3008631327","https://openalex.org/W3106471700","https://openalex.org/W3161886122","https://openalex.org/W3164581171","https://openalex.org/W3213786586","https://openalex.org/W4229446791","https://openalex.org/W4285221008"],"related_works":["https://openalex.org/W2161995522","https://openalex.org/W917005982","https://openalex.org/W590203105","https://openalex.org/W2001566400","https://openalex.org/W4309995761","https://openalex.org/W2295628284","https://openalex.org/W2148549110","https://openalex.org/W2511746937","https://openalex.org/W2010136232","https://openalex.org/W1596940136"],"abstract_inverted_index":{"Deploying":[0],"a":[1,8,64,86,131,157],"large":[2],"number":[3,35],"of":[4,24,36,43,72,147],"sensor":[5,30,37,111,148,166],"nodes":[6,31,38,112,149],"within":[7],"certain":[9],"area":[10],"can":[11,150],"form":[12],"Wireless":[13,16,48],"Sensor":[14,17,49],"Networks.":[15],"Networks":[18,50],"enable":[19],"real-time":[20],"collection":[21],"and":[22,32,113,153,159],"monitoring":[23],"environmental":[25,54],"information":[26],"through":[27],"communication":[28,67,73,162],"between":[29,110],"adjust":[33],"the":[34,41,59,79,102,105,128,135,144],"to":[39,53,63,107],"meet":[40],"requirements":[42],"different":[44],"application":[45],"scenarios.":[46],"However,":[47],"are":[51],"susceptible":[52],"influences.":[55],"Dynamic":[56],"changes":[57,77],"in":[58,66,76,78],"environment":[60],"may":[61],"lead":[62],"decrease":[65],"quality":[68],"or":[69],"even":[70],"interruptions":[71],"links,":[74],"resulting":[75],"network's":[80],"topology":[81,87],"structure.":[82],"This":[83],"paper":[84],"proposes":[85],"optimization":[88],"method":[89],"for":[90,164],"WSNs":[91],"based":[92,133],"on":[93,134],"Fully":[94],"Interactive":[95],"Distributed":[96],"Reinforcement":[97],"Learning.":[98],"The":[99],"algorithm":[100],"equips":[101],"agent":[103,129],"with":[104],"ability":[106],"assess":[108],"correlations":[109],"update":[114],"its":[115,124],"parameters":[116],"by":[117],"obtaining":[118],"global":[119],"parameter":[120],"information,":[121],"which":[122],"benefits":[123],"learning":[125,142],"process.":[126],"Subsequently,":[127],"devises":[130],"strategy":[132],"updated":[136],"parameters.":[137],"Through":[138],"this":[139],"distributed":[140],"reinforcement":[141],"method,":[143],"transmission":[145],"power":[146],"be":[151],"dynamically":[152],"efficiently":[154],"adjusted,":[155],"providing":[156],"low-latency":[158],"highly":[160],"stable":[161],"network":[163],"wireless":[165],"networks.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}