{"id":"https://openalex.org/W1981586209","doi":"https://doi.org/10.1109/glocom.2012.6503108","title":"Improving learning automata-based routing in Wireless Sensor Networks","display_name":"Improving learning automata-based routing in Wireless Sensor Networks","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W1981586209","doi":"https://doi.org/10.1109/glocom.2012.6503108","mag":"1981586209"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2012.6503108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2012.6503108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/331651","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067606332","display_name":"Ehsan Ahvar","orcid":"https://orcid.org/0000-0001-7366-8288"},"institutions":[{"id":"https://openalex.org/I55547365","display_name":"Payame Noor University","ror":"https://ror.org/031699d98","country_code":"IR","type":"education","lineage":["https://openalex.org/I55547365"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"E. Ahvar","raw_affiliation_strings":["Information Technology and Communication Department, Payame Noor University, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology and Communication Department, Payame Noor University, Iran","institution_ids":["https://openalex.org/I55547365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074430981","display_name":"M. Yannuzzi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133992","display_name":"Cidete (Spain)","ror":"https://ror.org/03v79p997","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210133992"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Yannuzzi","raw_affiliation_strings":["Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","institution_ids":[]},{"raw_affiliation_string":"Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain","institution_ids":["https://openalex.org/I4210133992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058572711","display_name":"R. Serral-Graci\u00e0","orcid":"https://orcid.org/0000-0003-2112-0952"},"institutions":[{"id":"https://openalex.org/I4210133992","display_name":"Cidete (Spain)","ror":"https://ror.org/03v79p997","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210133992"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Serral-Gracia","raw_affiliation_strings":["Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","institution_ids":[]},{"raw_affiliation_string":"Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain","institution_ids":["https://openalex.org/I4210133992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110668721","display_name":"Eva Mar\u00edn\u2010Tordera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133992","display_name":"Cidete (Spain)","ror":"https://ror.org/03v79p997","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210133992"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Marin-Tordera","raw_affiliation_strings":["Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","institution_ids":[]},{"raw_affiliation_string":"Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain","institution_ids":["https://openalex.org/I4210133992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062628710","display_name":"Xavi Masip\u2010Bruin","orcid":"https://orcid.org/0000-0002-4755-556X"},"institutions":[{"id":"https://openalex.org/I4210133992","display_name":"Cidete (Spain)","ror":"https://ror.org/03v79p997","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210133992"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"X. Masip-Bruin","raw_affiliation_strings":["Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Network Architectures Laboratory, Vilanova i la Geltru, Spain","institution_ids":[]},{"raw_affiliation_string":"Advanced Network Architectures Lab, Vilanova i la Geltr\u00fa, Spain","institution_ids":["https://openalex.org/I4210133992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052944168","display_name":"Shohreh Ahvar","orcid":"https://orcid.org/0000-0001-9615-0510"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"S. Ahvar","raw_affiliation_strings":["Electrical and Computer, Engineering Department, Isfahan University of Technology, Iran","Electrical and Computer Eng. Dept Isfahan University of Technology, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer, Engineering Department, Isfahan University of Technology, Iran","institution_ids":["https://openalex.org/I170013655"]},{"raw_affiliation_string":"Electrical and Computer Eng. Dept Isfahan University of Technology, Iran","institution_ids":["https://openalex.org/I170013655"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07283969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","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"}},"topics":[{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","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":0.9983999729156494,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9975000023841858,"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/learning-automata","display_name":"Learning automata","score":0.8504390120506287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7987633347511292},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6389360427856445},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.5498995780944824},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.5457389950752258},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5194582343101501},{"id":"https://openalex.org/keywords/multipath-routing","display_name":"Multipath routing","score":0.504165530204773},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.49863600730895996},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.48868849873542786},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.4445139169692993},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.4351193904876709},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.4194658696651459},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.41794782876968384},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4112369418144226},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35578954219818115},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30725955963134766}],"concepts":[{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.8504390120506287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7987633347511292},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6389360427856445},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.5498995780944824},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.5457389950752258},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5194582343101501},{"id":"https://openalex.org/C76522221","wikidata":"https://www.wikidata.org/wiki/Q5035396","display_name":"Multipath routing","level":5,"score":0.504165530204773},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.49863600730895996},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.48868849873542786},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.4445139169692993},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.4351193904876709},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.4194658696651459},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.41794782876968384},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4112369418144226},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35578954219818115},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30725955963134766},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2012.6503108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2012.6503108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/331651","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/331651","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/331651","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/331651","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1977037109","https://openalex.org/W1987084576","https://openalex.org/W2003870438","https://openalex.org/W2035237570","https://openalex.org/W2149806498","https://openalex.org/W2154371512","https://openalex.org/W2157213221","https://openalex.org/W2162338299","https://openalex.org/W4239760690"],"related_works":["https://openalex.org/W1997091564","https://openalex.org/W2944616377","https://openalex.org/W2607223747","https://openalex.org/W2082566976","https://openalex.org/W2613682624","https://openalex.org/W2286025681","https://openalex.org/W2369989480","https://openalex.org/W2619478018","https://openalex.org/W4214896794","https://openalex.org/W3134665879"],"abstract_inverted_index":{"Recent":[0],"research":[1],"in":[2,28,187,192],"the":[3,12,21,26,29,43,81,84,89,112,116,121,128,148,164,168,175,179,184],"field":[4],"of":[5,14,45,53,83,118,130],"Wireless":[6],"Sensor":[7],"Networks":[8],"(WSNs)":[9],"has":[10],"demonstrated":[11],"advantages":[13,32],"using":[15,205],"learning":[16,76,99,206],"automata":[17,180],"theory":[18],"to":[19,78,126],"steer":[20],"routing":[22,85,101,132,201],"decisions":[23,165],"made":[24,166],"by":[25],"sensors":[27],"network.":[30],"These":[31],"include":[33],"aspects":[34],"such":[35],"as":[36,49,51],"energy":[37,39,113],"saving,":[38],"balancing,":[40],"increased":[41],"lifetime,":[42],"selection":[44],"relatively":[46],"short":[47],"paths,":[48],"well":[50],"combinations":[52],"these":[54],"and":[55,115,170,181,194,203],"other":[56],"goals.":[57],"In":[58,124,150],"this":[59,131,151,188],"paper,":[60],"we":[61,94,134,155],"propose":[62],"a":[63,75,92,97,107,138,142],"very":[64],"simple":[65],"yet":[66],"effective":[67],"technique,":[68],"which":[69,103],"can":[70,161,196],"be":[71,197],"easily":[72],"combined":[73,159],"with":[74,88,167],"automaton":[77],"dramatically":[79],"improve":[80,163],"performance":[82,129],"process":[86],"obtained":[87],"latter.":[90],"As":[91],"proof-of-concept,":[93],"focus":[95],"on":[96,137],"typical":[98,152],"automata-based":[100],"process,":[102,133],"aims":[104],"at":[105],"finding":[106],"good":[108],"trade":[109],"off":[110],"between":[111],"consumed":[114],"number":[117],"hops":[119],"along":[120],"paths":[122],"chosen.":[123],"order":[125],"assess":[127],"apply":[135],"it":[136],"WSN":[139,153],"scenario":[140],"where":[141],"station":[143],"S":[144],"gathers":[145],"data":[146],"from":[147],"sensors.":[149],"setting,":[154],"show":[156],"that":[157],"our":[158],"technique":[160,185],"significantly":[162],"automata;":[169],"more":[171],"importantly,":[172],"even":[173],"though":[174],"proof-of-concept":[176],"particularizes":[177],"somehow":[178],"their":[182],"behavior,":[183],"described":[186],"paper":[189],"is":[190],"general":[191],"scope,":[193],"therefore":[195],"applied":[198],"under":[199],"different":[200],"methods":[202],"settings":[204],"automata.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}