{"id":"https://openalex.org/W4408859321","doi":"https://doi.org/10.1109/tccn.2025.3554661","title":"Distributed Time-Slotted Channel Hopping in IoT Networks Using Multi-Agent Bernoulli Bandits","display_name":"Distributed Time-Slotted Channel Hopping in IoT Networks Using Multi-Agent Bernoulli Bandits","publication_year":2025,"publication_date":"2025-03-26","ids":{"openalex":"https://openalex.org/W4408859321","doi":"https://doi.org/10.1109/tccn.2025.3554661"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2025.3554661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3554661","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"},"type":"article","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/A5076998513","display_name":"Hrishikesh Dutta","orcid":"https://orcid.org/0000-0003-4436-1054"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hrishikesh Dutta","raw_affiliation_strings":["Institut Polytechnique de Paris, Paris, France","Telecom SudParis, Data Intelligence and Communication Engineering Lab, Institut Polytechnique de Paris, France"],"affiliations":[{"raw_affiliation_string":"Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"Telecom SudParis, Data Intelligence and Communication Engineering Lab, Institut Polytechnique de Paris, France","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107205316","display_name":"No\u00ebl Crespi","orcid":"https://orcid.org/0000-0003-2962-192X"},"institutions":[{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Noel Crespi","raw_affiliation_strings":["Institut Polytechnique de Paris, Paris, France","Telecom SudParis, Data Intelligence and Communication Engineering Lab, Institut Polytechnique de Paris, France"],"affiliations":[{"raw_affiliation_string":"Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"Telecom SudParis, Data Intelligence and Communication Engineering Lab, Institut Polytechnique de Paris, France","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001828510","display_name":"Amit Kumar Bhuyan","orcid":"https://orcid.org/0009-0000-1472-1931"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Kumar Bhuyan","raw_affiliation_strings":["Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","Electrical and Computer Engineering Department, Michigan State University, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076998513"],"corresponding_institution_ids":["https://openalex.org/I4210145102"],"apc_list":null,"apc_paid":null,"fwci":2.0463,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8448236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"88","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9926000237464905,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9879999756813049,"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":0.8236575126647949},{"id":"https://openalex.org/keywords/bernoullis-principle","display_name":"Bernoulli's principle","score":0.7332478165626526},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5631442666053772},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5483298301696777},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4523303806781769},{"id":"https://openalex.org/keywords/time-hopping","display_name":"Time-hopping","score":0.41970741748809814},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4059875011444092},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2548259496688843},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1469341516494751},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.07966095209121704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8236575126647949},{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.7332478165626526},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5631442666053772},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5483298301696777},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4523303806781769},{"id":"https://openalex.org/C165411621","wikidata":"https://www.wikidata.org/wiki/Q1801261","display_name":"Time-hopping","level":5,"score":0.41970741748809814},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4059875011444092},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2548259496688843},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1469341516494751},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.07966095209121704},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C20518276","wikidata":"https://www.wikidata.org/wiki/Q186130","display_name":"Pulse-amplitude modulation","level":4,"score":0.0},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tccn.2025.3554661","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2025.3554661","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04999862v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04999862","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking, 2025, pp.1-1. &#x27E8;10.1109/TCCN.2025.3554661&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2007759743","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W1619264321","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261"],"abstract_inverted_index":{"The":[0,24,191,211],"proliferation":[1],"of":[2,31,70],"Internet-of-Things":[3],"(IoT)":[4],"devices":[5],"has":[6],"led":[7],"to":[8,66,96,167,217],"significant":[9],"challenges":[10],"in":[11,18,68,141,160,198,228],"managing":[12],"radio":[13],"access":[14],"and":[15,73,99,134,137,181,200],"energy":[16,71,183],"efficiency":[17],"resource-constrained":[19,208],"wireless":[20],"sensor":[21],"networks":[22],"(WSNs).":[23],"Time-Slotted":[25],"Channel":[26],"Hopping":[27],"(TSCH)":[28],"protocol,":[29],"part":[30],"the":[32],"IEEE":[33],"802.15.4e":[34],"standard,":[35],"offers":[36],"a":[37,78,109,151,231],"promising":[38],"solution":[39],"for":[40,169,188,207,230],"addressing":[41],"these":[42,147],"challenges,":[43,148],"particularly":[44,197],"through":[45],"its":[46,101],"collision-free":[47,179],"scheduling":[48,53,82,159,180,213,238],"mechanism.":[49,239],"However,":[50],"existing":[51,237],"TSCH":[52,81,158],"schemes":[54],"often":[55],"rely":[56],"on":[57],"centralized":[58],"coordination":[59],"or":[60,112],"extensive":[61],"control":[62,106],"message":[63],"exchanges,":[64],"leading":[65],"inefficiencies":[67],"terms":[69],"consumption":[72],"bandwidth":[74],"usage.":[75],"We":[76,115],"propose":[77],"novel":[79],"decentralized":[80],"framework":[83,177],"driven":[84],"by":[85,164],"Bernoulli":[86],"Multi-Armed":[87],"Bandit":[88],"(MAB)":[89],"learning.":[90],"Our":[91],"approach":[92,214],"enables":[93],"each":[94],"node":[95],"independently":[97],"learn":[98],"optimize":[100],"transmission":[102],"schedule":[103],"without":[104],"requiring":[105],"information":[107],"from":[108],"central":[110],"server":[111],"neighboring":[113],"nodes.":[114],"explore":[116],"multiple":[117],"bandit":[118],"action":[119],"selection":[120],"policies,":[121,196],"including":[122],"<inline-formula":[123,220],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[124,221],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[125,222],"<tex-math":[126,223],"notation=\"LaTeX\">$\\epsilon":[127],"$":[128],"</tex-math></inline-formula>-greedy,":[129],"Upper":[130],"Confidence":[131],"Bound":[132],"(UCB),":[133],"Thompson":[135],"Sampling,":[136],"highlight":[138],"their":[139],"limitations":[140],"low":[142],"data-rate":[143],"networks.":[144,190,210],"To":[145],"overcome":[146],"we":[149],"introduce":[150],"Low-Rate":[152],"Resilient":[153],"Policy":[154],"(LRRP)":[155],"that":[156,175],"enhances":[157],"sparse":[161],"traffic":[162],"conditions":[163],"synthesizing":[165],"packets":[166],"compensate":[168],"sample":[170],"deficiencies.":[171],"Experimental":[172],"results":[173],"demonstrate":[174],"our":[176],"achieves":[178],"substantial":[182],"savings":[184],"while":[185],"ensuring":[186],"scalability":[187],"large":[189],"proposed":[192],"method":[193],"outperforms":[194],"traditional":[195],"heterogeneous":[199],"low-traffic":[201],"environments,":[202],"making":[203],"it":[204],"highly":[205],"suitable":[206],"IoT":[209,233],"bandit-driven":[212],"is":[215],"shown":[216],"achieve":[218],"upto":[219],"notation=\"LaTeX\">$\\approx":[224],"19\\%$":[225],"</tex-math></inline-formula>":[226],"increase":[227],"throughput":[229],"50-nodes":[232],"network,":[234],"compared":[235],"with":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
