{"id":"https://openalex.org/W2782968774","doi":"https://doi.org/10.1109/glocom.2017.8253931","title":"A Markov Decision Process-Based Collision Avoidance in IoT Applications","display_name":"A Markov Decision Process-Based Collision Avoidance in IoT Applications","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2782968774","doi":"https://doi.org/10.1109/glocom.2017.8253931","mag":"2782968774"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2017.8253931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8253931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.aalto.fi/en/publications/c389a9da-2543-4af1-bbde-c7d5785e02ea","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021214111","display_name":"Fatima Zahra Djiroun","orcid":"https://orcid.org/0000-0001-9534-1497"},"institutions":[{"id":"https://openalex.org/I83332908","display_name":"University of Blida","ror":"https://ror.org/03g41pw14","country_code":"DZ","type":"education","lineage":["https://openalex.org/I83332908"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["DZ","FI"],"is_corresponding":false,"raw_author_name":"Fatima Zahra Djiroun","raw_affiliation_strings":["Dep. of Communications and Networking, Aalto University, Espoo, Finland","LRDSI Laboratory, Saad Dahlab Blidal University, Blida, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Communications and Networking, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"LRDSI Laboratory, Saad Dahlab Blidal University, Blida, Algeria","institution_ids":["https://openalex.org/I83332908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002075376","display_name":"Miloud Bagaa","orcid":"https://orcid.org/0000-0001-5280-3276"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Miloud Bagaa","raw_affiliation_strings":["Dep. of Communications and Networking, Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Communications and Networking, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["Dep. of Communications and Networking, Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Communications and Networking, Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7584,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67544111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994999766349792,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9993000030517578,"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":0.9991999864578247,"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":0.7487229704856873},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.7362163066864014},{"id":"https://openalex.org/keywords/wake","display_name":"Wake","score":0.6906167268753052},{"id":"https://openalex.org/keywords/collision","display_name":"Collision","score":0.5448110699653625},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.526221752166748},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49365314841270447},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48123860359191895},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4727671444416046},{"id":"https://openalex.org/keywords/collision-avoidance","display_name":"Collision avoidance","score":0.46131229400634766},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.44610562920570374},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44214341044425964},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22920584678649902},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1856755018234253},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13836252689361572},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.07776162028312683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7487229704856873},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.7362163066864014},{"id":"https://openalex.org/C48939323","wikidata":"https://www.wikidata.org/wiki/Q294879","display_name":"Wake","level":2,"score":0.6906167268753052},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.5448110699653625},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.526221752166748},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49365314841270447},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48123860359191895},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4727671444416046},{"id":"https://openalex.org/C2780864053","wikidata":"https://www.wikidata.org/wiki/Q5147495","display_name":"Collision avoidance","level":3,"score":0.46131229400634766},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.44610562920570374},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44214341044425964},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22920584678649902},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1856755018234253},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13836252689361572},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.07776162028312683},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2017.8253931","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2017.8253931","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2017 - 2017 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/35261","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/c389a9da-2543-4af1-bbde-c7d5785e02ea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/35261","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/c389a9da-2543-4af1-bbde-c7d5785e02ea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W619501020","https://openalex.org/W1606688984","https://openalex.org/W1967501146","https://openalex.org/W2030731483","https://openalex.org/W2058190410","https://openalex.org/W2064478449","https://openalex.org/W2082710590","https://openalex.org/W2098832305","https://openalex.org/W2099869229","https://openalex.org/W2102575824","https://openalex.org/W2113751178","https://openalex.org/W2119567691","https://openalex.org/W2142979562","https://openalex.org/W2143594534","https://openalex.org/W2151319773","https://openalex.org/W2151499786","https://openalex.org/W2270383619","https://openalex.org/W2404539055","https://openalex.org/W2405469452","https://openalex.org/W2522615148","https://openalex.org/W2524874219","https://openalex.org/W2581508406","https://openalex.org/W2740219081","https://openalex.org/W2741795092","https://openalex.org/W4241021229","https://openalex.org/W4248119066","https://openalex.org/W4298023569","https://openalex.org/W6681154793","https://openalex.org/W6682737817","https://openalex.org/W6713595848","https://openalex.org/W6741572384"],"related_works":["https://openalex.org/W2757285599","https://openalex.org/W2376025146","https://openalex.org/W1819938260","https://openalex.org/W2340892746","https://openalex.org/W3163022373","https://openalex.org/W3005999311","https://openalex.org/W2315999538","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"IoT":[0,80],"covers":[1],"various":[2],"scales":[3],"and":[4],"types":[5],"of":[6,28,69,76,192,201,214],"wireless":[7],"networks.":[8],"The":[9,31,151,208],"first":[10],"constraint":[11],"to":[12,20,73,123,154,162,173,186],"be":[13],"respected,":[14],"for":[15],"an":[16,79],"efficient":[17],"application,":[18],"is":[19,42,93,130,153],"reduce":[21],"as":[22,24],"much":[23],"possible":[25],"the":[26,67,74,96,115,126,142,168,179,188,193,212,215],"amount":[27],"energy":[29,45],"consumption.":[30],"idle":[32,70],"listening":[33],"process":[34],"in":[35,86,114,167],"existing":[36],"Medium":[37],"Access":[38],"Control":[39],"(MAC)":[40],"protocols":[41],"a":[43,49,55,90,146,156,164,203],"very":[44],"consuming":[46],"task.":[47],"Recently,":[48],"new":[50],"emerging":[51],"technology":[52],"based":[53],"on":[54],"low":[56],"power":[57],"wake-up":[58,91,97,108,111,116,143,165,205],"radio":[59,85,98],"has":[60],"shown":[61],"real":[62],"benefits":[63],"by":[64,95,140],"completely":[65],"eliminating":[66],"problem":[68],"listening.":[71],"Thanks":[72],"use":[75],"this":[77,134,138],"technology,":[78],"device":[81],"keeps":[82],"its":[83],"main":[84],"deep":[87],"sleep":[88],"until":[89],"message":[92,166],"received":[94],"that":[99,159],"consumes":[100],"less":[101],"energy.":[102],"However,":[103],"collision":[104,124],"can":[105],"occur":[106],"among":[107],"messages":[109],"(i.e.,":[110],"plane).":[112],"Collision":[113],"plane,":[117],"if":[118],"not":[119],"handled":[120],"efficiently,":[121],"leads":[122],"at":[125],"data":[127],"plane":[128],"which":[129],"more":[131],"complicated.":[132],"In":[133],"paper,":[135],"we":[136],"address":[137],"issue":[139],"modeling":[141],"decision":[144,157,189],"using":[145],"Markov":[147],"Decision":[148],"Process":[149],"(MDP).":[150],"goal":[152],"formulate":[155],"policy":[158],"determines":[160],"whether":[161],"send":[163],"actual":[169],"time":[170,180],"slot":[171],"or":[172],"report":[174],"it,":[175],"taking":[176],"into":[177],"account":[178],"factor.":[181],"Experiments":[182],"have":[183,196],"been":[184,197],"conducted":[185],"determine":[187],"policies.":[190],"Results":[191],"proposed":[194,216],"approach":[195],"compared":[198],"against":[199],"those":[200],"RFIDImpulse,":[202],"CSMA\\CA-based":[204],"MAC":[206],"protocol.":[207],"obtained":[209],"results":[210],"show":[211],"efficiency":[213],"approach.":[217]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
