{"id":"https://openalex.org/W4404687948","doi":"https://doi.org/10.1109/ojcoms.2024.3506033","title":"Neural Network-Based Bandit: A Medium Access Control for the IIoT Alarm Scenario","display_name":"Neural Network-Based Bandit: A Medium Access Control for the IIoT Alarm Scenario","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404687948","doi":"https://doi.org/10.1109/ojcoms.2024.3506033"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2024.3506033","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3506033","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2024.3506033","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037503217","display_name":"Prasoon Raghuwanshi","orcid":"https://orcid.org/0000-0002-9629-9742"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Prasoon Raghuwanshi","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9629-9742","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034968363","display_name":"Onel L. Alcaraz L\u00f3pez","orcid":"https://orcid.org/0000-0003-1838-5183"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Onel Luis Alcaraz L\u00f3pez","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1838-5183","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003013515","display_name":"Neelesh B. Mehta","orcid":"https://orcid.org/0000-0002-3614-049X"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neelesh B. Mehta","raw_affiliation_strings":["Department of Electrical Communication Engineering, Indian Institute of Science, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-3614-049X","affiliations":[{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bengaluru, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040878028","display_name":"Hirley Alves","orcid":"https://orcid.org/0000-0002-8689-5313"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hirley Alves","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-8689-5313","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035872239","display_name":"Matti Latva\u2010aho","orcid":"https://orcid.org/0000-0002-6261-0969"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti Latva-Aho","raw_affiliation_strings":["Centre for Wireless Communications, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-6261-0969","affiliations":[{"raw_affiliation_string":"Centre for Wireless Communications, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":0.1246,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40775226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"5","issue":null,"first_page":"7511","last_page":"7524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9969000220298767,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9969000220298767,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12146","display_name":"Power Line Communications and Noise","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.7461751103401184},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6488040685653687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5394812822341919},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49847841262817383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42080482840538025},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14818602800369263}],"concepts":[{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.7461751103401184},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6488040685653687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5394812822341919},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49847841262817383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42080482840538025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14818602800369263},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/ojcoms.2024.3506033","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3506033","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai::87142","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196309","display_name":"NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2407.16877","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2407.16877","pdf_url":"https://arxiv.org/pdf/2407.16877","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:19caebbb30de48bfa7c625b993afb0bd","is_oa":true,"landing_page_url":"https://doaj.org/article/19caebbb30de48bfa7c625b993afb0bd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Open Journal of the Communications Society, Vol 5, Pp 7511-7524 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2024.3506033","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3506033","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3780249457","display_name":null,"funder_award_id":"362782","funder_id":"https://openalex.org/F4320322887","funder_display_name":"The Research Council"},{"id":"https://openalex.org/G8060815661","display_name":null,"funder_award_id":"346208 (6G Flagship Programme)","funder_id":"https://openalex.org/F4320322887","funder_display_name":"The Research Council"}],"funders":[{"id":"https://openalex.org/F4320322887","display_name":"The Research Council","ror":"https://ror.org/03tcppy59"},{"id":"https://openalex.org/F4320323337","display_name":"Tekniikan Edist\u00e4miss\u00e4\u00e4ti\u00f6","ror":"https://ror.org/03f420b93"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1605708511","https://openalex.org/W2084144576","https://openalex.org/W2123859855","https://openalex.org/W2612336410","https://openalex.org/W2768629321","https://openalex.org/W2799505612","https://openalex.org/W2918192953","https://openalex.org/W2922273628","https://openalex.org/W2963710909","https://openalex.org/W3157371069","https://openalex.org/W3158332979","https://openalex.org/W4214717370","https://openalex.org/W4226215939","https://openalex.org/W4229077925","https://openalex.org/W4280613336","https://openalex.org/W4283373695","https://openalex.org/W4285170701","https://openalex.org/W4285232503","https://openalex.org/W4285244716","https://openalex.org/W4293057988","https://openalex.org/W4360884927","https://openalex.org/W4379184851","https://openalex.org/W4386571432","https://openalex.org/W4387609116","https://openalex.org/W4388821705","https://openalex.org/W4389041064","https://openalex.org/W4389193502","https://openalex.org/W4389961131","https://openalex.org/W4390534264","https://openalex.org/W4391019625","https://openalex.org/W4391128687","https://openalex.org/W4392114202","https://openalex.org/W4394880611","https://openalex.org/W4399532069","https://openalex.org/W4400434168","https://openalex.org/W6772129282","https://openalex.org/W6790601732","https://openalex.org/W6810773631","https://openalex.org/W6839349051"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2731305060","https://openalex.org/W2372003537","https://openalex.org/W2732807254","https://openalex.org/W2587670262","https://openalex.org/W3091941553","https://openalex.org/W3037375888","https://openalex.org/W2366730739"],"abstract_inverted_index":{"Efficient":[0],"Random":[1],"Access":[2],"(RA)":[3],"is":[4,51,57,69],"critical":[5,46],"for":[6,32,93,98],"enabling":[7],"reliable":[8],"communication":[9],"in":[10,139],"Industrial":[11],"Internet":[12],"of":[13,137,148,176],"Things":[14],"(IIoT)":[15],"networks.":[16],"Herein,":[17],"we":[18],"propose":[19],"a":[20,39,44,91,95,103,126,163,186],"deep":[21,104],"reinforcement":[22],"learning-based":[23],"distributed":[24],"RA":[25,157],"scheme,":[26],"entitled":[27],"Neural":[28],"Network-Based":[29],"Bandit":[30,155],"(NNBB),":[31],"the":[33,49,54,86,135,140,145,149,153,174],"IIoT":[34],"alarm":[35,55],"scenario.":[36],"In":[37],"such":[38],"scenario,":[40],"devices":[41,113,138,177],"may":[42],"detect":[43],"common":[45,87],"event,":[47],"and":[48,79,111,173],"goal":[50],"to":[52,84,107,152,181],"ensure":[53],"information":[56],"delivered":[58],"successfully":[59],"from":[60,179],"at":[61,71],"least":[62],"one":[63],"device.":[64],"The":[65],"proposed":[66],"NNBB":[67,150,161],"scheme":[68],"implemented":[70],"each":[72],"device,":[73],"where":[74],"it":[75],"trains":[76],"itself":[77],"online":[78],"establishes":[80],"implicit":[81],"inter-device":[82],"coordination":[83],"achieve":[85],"goal.":[88],"We":[89],"devise":[90],"procedure":[92],"acquiring":[94],"valuable":[96],"context":[97,110],"NNBB,":[99],"which":[100],"then":[101],"uses":[102],"neural":[105],"network":[106,141],"process":[108],"this":[109],"let":[112],"determine":[114],"their":[115],"action.":[116,128],"Each":[117],"possible":[118],"transmission":[119],"pattern,":[120],"i.e.,":[121],"transmit":[122],"channel(s)":[123],"allocation,":[124],"constitutes":[125],"feasible":[127],"Our":[129],"simulation":[130],"results":[131],"show":[132],"that":[133],"as":[134],"number":[136,175],"increases,":[142],"so":[143],"does":[144],"performance":[146],"gain":[147],"compared":[151],"Multi-Armed":[154],"(MAB)":[156],"benchmark.":[158],"For":[159],"instance,":[160],"experiences":[162],"7%":[164],"success":[165],"rate":[166],"drop":[167],"when":[168],"there":[169],"are":[170],"four":[171],"channels":[172],"increases":[178],"10":[180],"60,":[182],"while":[183],"MAB":[184],"faces":[185],"25%":[187],"drop.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
