{"id":"https://openalex.org/W1998307152","doi":"https://doi.org/10.1109/percomw.2012.6197639","title":"Resource coordination in wireless sensor networks by cooperative reinforcement learning","display_name":"Resource coordination in wireless sensor networks by cooperative reinforcement learning","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W1998307152","doi":"https://doi.org/10.1109/percomw.2012.6197639","mag":"1998307152"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2012.6197639","doi":"https://doi.org/10.1109/percomw.2012.6197639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2012.6197639","pdf_url":null,"source":{"id":"https://openalex.org/S7407086849","display_name":"IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2012 IEEE International Conference on Pervasive Computing and Communications Workshops","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5074746901","display_name":"Muhidul Islam Khan","orcid":"https://orcid.org/0000-0002-9035-9046","observed_orcids":["https://orcid.org/0000-0002-9035-9046"]},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Muhidul Islam Khan","raw_affiliation_strings":["Institute of Networked and Embedded Systems, Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria","Institute of Networked and Embedded Systems, Alpen-Adria Universit\u00e4t Klagenfurt, Klagenfurt, Austria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Networked and Embedded Systems, Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]},{"raw_affiliation_string":"Institute of Networked and Embedded Systems, Alpen-Adria Universit\u00e4t Klagenfurt, Klagenfurt, Austria#TAB#","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024032794","display_name":"Bernhard Rinner","orcid":"https://orcid.org/0000-0002-8793-3828","observed_orcids":["https://orcid.org/0000-0002-8793-3828"]},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Rinner","raw_affiliation_strings":["Institute of Networked and Embedded Systems, Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria","Institute of Networked and Embedded Systems, Alpen-Adria Universit\u00e4t Klagenfurt, Klagenfurt, Austria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Networked and Embedded Systems, Alpen-Adria-Universit\u00e4t Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]},{"raw_affiliation_string":"Institute of Networked and Embedded Systems, Alpen-Adria Universit\u00e4t Klagenfurt, Klagenfurt, Austria#TAB#","institution_ids":["https://openalex.org/I4210166741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210166741"],"apc_list":null,"apc_paid":null,"fwci":2.9002,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92563319,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"895","last_page":"900"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.0020000000949949026,"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/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.0020000000949949026,"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/wireless-sensor-networks","display_name":"wireless sensor networks","score":0.9950000047683716},{"id":"https://openalex.org/keywords/cooperative-reinforcement-learning","display_name":"cooperative reinforcement learning","score":0.9330000281333923},{"id":"https://openalex.org/keywords/task-scheduling","display_name":"task scheduling","score":0.9309999942779541},{"id":"https://openalex.org/keywords/resource-coordination","display_name":"resource coordination","score":0.7689999938011169},{"id":"https://openalex.org/keywords/resource-minimization","display_name":"resource minimization","score":0.6970000267028809},{"id":"https://openalex.org/keywords/online-scheduling","display_name":"online scheduling","score":0.75},{"id":"https://openalex.org/keywords/object-tracking","display_name":"object tracking","score":0.859000027179718},{"id":"https://openalex.org/keywords/dynamic-environments","display_name":"dynamic environments","score":0.671999990940094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8169810175895691},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8104439973831177},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7071244716644287},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6673816442489624},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6576945185661316},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4961276948451996},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.43951335549354553},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43201518058776855},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4283800721168518},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.403623104095459},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39120107889175415},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.374614417552948},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23261746764183044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1058102548122406},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomw.2012.6197639","doi":"https://doi.org/10.1109/percomw.2012.6197639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2012.6197639","pdf_url":null,"source":{"id":"https://openalex.org/S7407086849","display_name":"IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2012 IEEE International Conference on Pervasive Computing and Communications Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1497847676","https://openalex.org/W2045817941","https://openalex.org/W2103561211","https://openalex.org/W2107544712","https://openalex.org/W2113059852","https://openalex.org/W2113818210","https://openalex.org/W2116843318","https://openalex.org/W2124705135","https://openalex.org/W2491324263"],"related_works":["https://openalex.org/W1986186099","https://openalex.org/W4247008852","https://openalex.org/W2098781871","https://openalex.org/W2740664856","https://openalex.org/W2497377622","https://openalex.org/W2035559399","https://openalex.org/W1464475985","https://openalex.org/W1987920634","https://openalex.org/W1988256607","https://openalex.org/W2227775890"],"abstract_inverted_index":{"Wireless":[0],"Sensor":[1],"Networks":[2],"(WSN)":[3],"typically":[4],"operate":[5],"in":[6,25,44],"dynamic":[7],"environments,":[8],"hence":[9],"we":[10],"can":[11],"not":[12],"schedule":[13,41],"the":[14,30,42,62,74,94],"execution":[15],"of":[16,50,54,59,96,112,145],"tasks":[17,43,83,113],"a":[18,26,35,51,123],"priori.":[19],"This":[20],"must":[21],"be":[22],"done":[23],"online":[24,110],"way":[27],"to":[28,40,78,84,92],"minimize":[29],"resource":[31,130],"consumption.":[32],"We":[33,103],"present":[34,104],"cooperative":[36],"reinforcement":[37,101,141],"learning":[38,142],"approach":[39],"WSN.":[45],"A":[46],"WSN":[47],"is":[48],"composed":[49],"large":[52],"number":[53],"tiny":[55],"sensing":[56],"nodes":[57,76,91],"capable":[58],"interacting":[60],"with":[61,109],"environment,":[63],"communicating":[64],"wirelessly":[65],"and":[66,139],"perform":[67],"limited":[68],"processing.":[69],"In":[70],"every":[71],"time":[72],"step,":[73],"sensor":[75,90],"need":[77],"take":[79],"decision":[80],"about":[81],"some":[82],"perform.":[85],"Our":[86,119],"proposed":[87,117],"algorithm":[88],"helps":[89],"learn":[93],"usefulness":[95],"each":[97],"task":[98,126],"based":[99,114,143],"on":[100,115],"learning.":[102],"an":[105],"object":[106],"tracking":[107],"application":[108],"scheduling":[111,127,138,144],"our":[116],"approach.":[118],"simulation":[120],"studies":[121],"show":[122],"more":[124],"efficient":[125],"than":[128],"traditional":[129],"management":[131],"schemes":[132],"such":[133],"as":[134],"static":[135],"scheduling,":[136],"random":[137],"independent":[140],"tasks.":[146]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2016-06-24T00:00:00"}