{"id":"https://openalex.org/W2001853175","doi":"https://doi.org/10.1109/iccs.2012.6406152","title":"A MANET routing protocol using Q-learning method integrated with Bayesian network","display_name":"A MANET routing protocol using Q-learning method integrated with Bayesian network","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2001853175","doi":"https://doi.org/10.1109/iccs.2012.6406152","mag":"2001853175"},"language":"en","primary_location":{"id":"doi:10.1109/iccs.2012.6406152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccs.2012.6406152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Communication Systems (ICCS)","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/A5100730991","display_name":"Ke Wang","orcid":"https://orcid.org/0000-0001-5788-1396"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ke Wang","raw_affiliation_strings":["NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore","NUS Graduate School for Integrative, Sciences & Engineering, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"NUS Graduate School for Integrative, Sciences & Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089043394","display_name":"Wai\u2010Choong Wong","orcid":"https://orcid.org/0000-0001-6581-234X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wai-Choong Wong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore","[Dept. of Electrical and Computer Engineering, National University of Singapore, Singapore.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"[Dept. of Electrical and Computer Engineering, National University of Singapore, Singapore.]","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111992323","display_name":"Teck Yoong Chai","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Teck Yoong Chai","raw_affiliation_strings":["Institute for Infocomm Research, Technology and Research","Institute for Infocomm Research, Agency for Science Technology & Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Technology and Research","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science Technology & Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7453,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72721424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998999834060669,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9998999834060669,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9997000098228455,"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":0.9995999932289124,"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":0.7789775133132935},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.7058996558189392},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6404772996902466},{"id":"https://openalex.org/keywords/wireless-routing-protocol","display_name":"Wireless Routing Protocol","score":0.5842025876045227},{"id":"https://openalex.org/keywords/zone-routing-protocol","display_name":"Zone Routing Protocol","score":0.5807665586471558},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.5626721978187561},{"id":"https://openalex.org/keywords/optimized-link-state-routing-protocol","display_name":"Optimized Link State Routing Protocol","score":0.5592268109321594},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.538390040397644},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.5303975343704224},{"id":"https://openalex.org/keywords/mobile-ad-hoc-network","display_name":"Mobile ad hoc network","score":0.5281655192375183},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.49533095955848694},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.47108638286590576},{"id":"https://openalex.org/keywords/adaptive-quality-of-service-multi-hop-routing","display_name":"Adaptive quality of service multi-hop routing","score":0.4707750976085663},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4571731686592102},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.4412464499473572},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4208778142929077},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.05774173140525818}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7789775133132935},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.7058996558189392},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6404772996902466},{"id":"https://openalex.org/C47318570","wikidata":"https://www.wikidata.org/wiki/Q8026863","display_name":"Wireless Routing Protocol","level":4,"score":0.5842025876045227},{"id":"https://openalex.org/C189884158","wikidata":"https://www.wikidata.org/wiki/Q8073926","display_name":"Zone Routing Protocol","level":5,"score":0.5807665586471558},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.5626721978187561},{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.5592268109321594},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.538390040397644},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.5303975343704224},{"id":"https://openalex.org/C91280400","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Mobile ad hoc network","level":3,"score":0.5281655192375183},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.49533095955848694},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.47108638286590576},{"id":"https://openalex.org/C32244324","wikidata":"https://www.wikidata.org/wiki/Q4680755","display_name":"Adaptive quality of service multi-hop routing","level":5,"score":0.4707750976085663},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4571731686592102},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.4412464499473572},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4208778142929077},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.05774173140525818},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccs.2012.6406152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccs.2012.6406152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Communication Systems (ICCS)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/83368","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/83368","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1983989471","https://openalex.org/W2099574482","https://openalex.org/W2099648330","https://openalex.org/W2101737482","https://openalex.org/W2109013060","https://openalex.org/W2138969703","https://openalex.org/W2140100635","https://openalex.org/W2144301640","https://openalex.org/W2533642963","https://openalex.org/W2545417107","https://openalex.org/W2606897286","https://openalex.org/W6680829809"],"related_works":["https://openalex.org/W2141886304","https://openalex.org/W2072715999","https://openalex.org/W2119277480","https://openalex.org/W2116840392","https://openalex.org/W2234966513","https://openalex.org/W2096932765","https://openalex.org/W2165299707","https://openalex.org/W2106935963","https://openalex.org/W2513305800","https://openalex.org/W2034729596"],"abstract_inverted_index":{"Frequent":[0],"changes":[1],"in":[2,7,15,92,109],"topology":[3],"and":[4,47,83],"link":[5],"quality":[6],"mobile":[8],"ad-hoc":[9],"networks":[10],"(MANETs)":[11],"present":[12],"challenging":[13],"problems":[14],"achieving":[16],"optimal":[17],"performance.":[18],"We":[19],"propose":[20],"a":[21,57,110],"self-learning":[22],"routing":[23,51,95],"protocol":[24,75],"based":[25],"on":[26],"Q-learning":[27,72],"that":[28,101],"makes":[29],"use":[30],"of":[31,33],"Quality":[32],"Service":[34],"(QoS)":[35],"parameters":[36],"such":[37],"as":[38],"Signal":[39],"to":[40,49,63,69,81],"Interference":[41],"plus":[42],"Noise":[43],"Ratio":[44],"(SINR),":[45],"delay":[46],"throughput,":[48],"make":[50],"decisions.":[52],"At":[53],"the":[54,71,85,102],"same":[55],"time,":[56],"Bayesian":[58],"Network":[59],"(BN)":[60],"is":[61,89],"implemented":[62],"estimate":[64],"neighboring":[65],"network":[66],"congestion":[67],"level":[68],"tune":[70],"weights.":[73],"Our":[74],"also":[76],"sends":[77],"out":[78],"probing":[79],"packets":[80],"detect":[82],"solve":[84],"routing-loop":[86],"problem":[87],"which":[88],"not":[90],"addressed":[91],"most":[93],"Q-learning-based":[94],"proposals.":[96],"The":[97],"simulation":[98],"results":[99],"show":[100],"proposed":[103],"system":[104],"demonstrates":[105],"comparatively":[106],"better":[107],"performance":[108],"dense":[111],"heavy-loaded":[112],"scenario.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
