{"id":"https://openalex.org/W1988199213","doi":"https://doi.org/10.1109/icoin.2008.4472784","title":"Balanced Energy-Efficient Routing in MANETs using Reinforcement Learning","display_name":"Balanced Energy-Efficient Routing in MANETs using Reinforcement Learning","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1988199213","doi":"https://doi.org/10.1109/icoin.2008.4472784","mag":"1988199213"},"language":"en","primary_location":{"id":"doi:10.1109/icoin.2008.4472784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin.2008.4472784","pdf_url":null,"source":{"id":"https://openalex.org/S4306419553","display_name":"International Conference on Information Networking","issn_l":"1976-7684","issn":["1976-7684"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 International Conference on Information Networking","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/A5051960847","display_name":"Wibhada Naruephiphat","orcid":null},"institutions":[{"id":"https://openalex.org/I82475049","display_name":"Suranaree University of Technology","ror":"https://ror.org/05sgb8g78","country_code":"TH","type":"education","lineage":["https://openalex.org/I82475049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"W. Naruephiphat","raw_affiliation_strings":["School of Telecommunication Engineering, Suranaree University\uc2a0of Technology, Nakhon Ratchasima, Thailand","Suranaree University of Technology,  Nakhon Ratchasima"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering, Suranaree University\uc2a0of Technology, Nakhon Ratchasima, Thailand","institution_ids":["https://openalex.org/I82475049"]},{"raw_affiliation_string":"Suranaree University of Technology,  Nakhon Ratchasima","institution_ids":["https://openalex.org/I82475049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091523373","display_name":"Wipawee Usaha","orcid":"https://orcid.org/0000-0002-2074-4600"},"institutions":[{"id":"https://openalex.org/I82475049","display_name":"Suranaree University of Technology","ror":"https://ror.org/05sgb8g78","country_code":"TH","type":"education","lineage":["https://openalex.org/I82475049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"W. Usaha","raw_affiliation_strings":["School of Telecommunication Engineering, Suranaree University\uc2a0of Technology, Nakhon Ratchasima, Thailand","School of Telecommunication Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand. wusaha@ieee.org"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering, Suranaree University\uc2a0of Technology, Nakhon Ratchasima, Thailand","institution_ids":["https://openalex.org/I82475049"]},{"raw_affiliation_string":"School of Telecommunication Engineering, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand. wusaha@ieee.org","institution_ids":["https://openalex.org/I82475049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82475049"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.05451367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/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"}},{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9994000196456909,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7956123352050781},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.786277174949646},{"id":"https://openalex.org/keywords/destination-sequenced-distance-vector-routing","display_name":"Destination-Sequenced Distance Vector routing","score":0.5612455606460571},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5413494110107422},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.5160555243492126},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.513615071773529},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.502926766872406},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.4570614695549011},{"id":"https://openalex.org/keywords/optimized-link-state-routing-protocol","display_name":"Optimized Link State Routing Protocol","score":0.4323290288448334},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4272562265396118},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.4210623800754547},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38934585452079773},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3509882092475891},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19599518179893494},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10256630182266235},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08987930417060852}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7956123352050781},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786277174949646},{"id":"https://openalex.org/C29436982","wikidata":"https://www.wikidata.org/wiki/Q3700557","display_name":"Destination-Sequenced Distance Vector routing","level":5,"score":0.5612455606460571},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5413494110107422},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.5160555243492126},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.513615071773529},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.502926766872406},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.4570614695549011},{"id":"https://openalex.org/C204739117","wikidata":"https://www.wikidata.org/wiki/Q1368373","display_name":"Optimized Link State Routing Protocol","level":4,"score":0.4323290288448334},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4272562265396118},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.4210623800754547},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38934585452079773},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3509882092475891},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19599518179893494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10256630182266235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08987930417060852},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin.2008.4472784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin.2008.4472784","pdf_url":null,"source":{"id":"https://openalex.org/S4306419553","display_name":"International Conference on Information Networking","issn_l":"1976-7684","issn":["1976-7684"],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 International Conference on Information Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1983681337","https://openalex.org/W2006033216","https://openalex.org/W2055361334","https://openalex.org/W2121863487","https://openalex.org/W2123115882","https://openalex.org/W2132895032","https://openalex.org/W2138969703","https://openalex.org/W2476400197","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W2105937634","https://openalex.org/W2081964190","https://openalex.org/W2204238626","https://openalex.org/W2041855631","https://openalex.org/W2607223747","https://openalex.org/W2361465121","https://openalex.org/W2138035214","https://openalex.org/W2129293467","https://openalex.org/W2386380844","https://openalex.org/W2620451430"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"energy-efficient":[4],"path":[5],"selection":[6],"algorithm":[7,78],"which":[8,86],"aims":[9],"at":[10],"balancing":[11],"the":[12,40,53,64,72,82,88,91],"contrasting":[13],"objectives":[14],"of":[15,52,63,81,90],"maximizing":[16],"network":[17],"lifetime":[18],"and":[19,71],"minimizing":[20],"energy":[21],"consumption":[22],"routing":[23,69,77],"in":[24,79,93],"mobile":[25],"ad":[26],"hoc":[27],"networks":[28],"(MANETs).":[29],"The":[30],"method":[31,55],"is":[32],"based":[33],"on":[34],"a":[35],"reinforcement":[36],"learning":[37],"technique":[38],"called":[39],"on-":[41],"policy":[42],"Monte":[43],"Carlo":[44],"(ONMC)":[45],"method.":[46],"Simulation":[47],"results":[48],"show":[49],"that":[50],"variants":[51,62],"proposed":[54],"can":[56],"outperform":[57],"existing":[58],"schemes":[59],"such":[60],"as":[61],"conditional":[65],"max-min":[66],"battery":[67],"capacity":[68],"(CMMBR)":[70],"best":[73],"minimum":[74],"combined-":[75],"cost":[76],"terms":[80],"long-term":[83],"average":[84],"reward":[85],"depicts":[87],"balance":[89],"tradeoff":[92],"dynamic":[94],"topology":[95],"environments.":[96]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}