{"id":"https://openalex.org/W4408324798","doi":"https://doi.org/10.1109/globecom52923.2024.10900962","title":"Reinforcement Learning Based Energy-Efficient Anti-Jamming NB-IoT Communications","display_name":"Reinforcement Learning Based Energy-Efficient Anti-Jamming NB-IoT Communications","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408324798","doi":"https://doi.org/10.1109/globecom52923.2024.10900962"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10900962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10900962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-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/A5046975650","display_name":"Shuohua Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuohua Wang","raw_affiliation_strings":["Xiamen University,Department of Information and Communication Engineering"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Information and Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722298","display_name":"Huanhuan Liu","orcid":"https://orcid.org/0000-0002-3797-0364"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanhuan Liu","raw_affiliation_strings":["Xiamen University,Department of Information and Communication Engineering"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Information and Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004056315","display_name":"Zefang Lv","orcid":"https://orcid.org/0000-0003-3880-5069"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zefang Lv","raw_affiliation_strings":["Xiamen University,Department of Information and Communication Engineering"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Information and Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049635900","display_name":"Jieling Li","orcid":"https://orcid.org/0000-0001-5561-4104"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieling Li","raw_affiliation_strings":["Xiamen University,Department of Information and Communication Engineering"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Information and Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101870508","display_name":"Liang Xiao","orcid":"https://orcid.org/0009-0004-1110-6342"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Xiao","raw_affiliation_strings":["Xiamen University,Department of Information and Communication Engineering"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Information and Communication Engineering","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046975650"],"corresponding_institution_ids":["https://openalex.org/I191208505"],"apc_list":null,"apc_paid":null,"fwci":0.222,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57798903,"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":"1413","last_page":"1418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9136000275611877,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9136000275611877,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8680514097213745},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.7822645902633667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7247017025947571},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5089931488037109},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.46562570333480835},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4430617094039917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28709161281585693},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1770259141921997},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14137941598892212}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8680514097213745},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.7822645902633667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7247017025947571},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5089931488037109},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.46562570333480835},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4430617094039917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28709161281585693},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1770259141921997},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14137941598892212},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom52923.2024.10900962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10900962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2775359664","https://openalex.org/W2981769622","https://openalex.org/W3091275534","https://openalex.org/W3108863254","https://openalex.org/W3119223610","https://openalex.org/W3137410534","https://openalex.org/W3149781612","https://openalex.org/W3163676048","https://openalex.org/W3172347396","https://openalex.org/W3180641418","https://openalex.org/W4210882709","https://openalex.org/W4213285181","https://openalex.org/W4226021769","https://openalex.org/W4285135767","https://openalex.org/W4285226411","https://openalex.org/W4311165447","https://openalex.org/W4312567069","https://openalex.org/W4312594097","https://openalex.org/W4366957200","https://openalex.org/W4379983346","https://openalex.org/W4386088224"],"related_works":["https://openalex.org/W1984793747","https://openalex.org/W4312547492","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W3197729047","https://openalex.org/W2920061524","https://openalex.org/W3016692377","https://openalex.org/W1624160917","https://openalex.org/W1977959518","https://openalex.org/W2370486284"],"abstract_inverted_index":{"Narrowband":[0],"Internet":[1],"of":[2,126,144,160,178,184],"Things":[3],"(NB-IoTs)":[4],"with":[5],"limited":[6],"power":[7,25,67,85],"supply":[8],"and":[9,26,66,92,118,132,140,174,186],"long":[10],"range":[11],"requirements":[12],"can":[13],"apply":[14],"reinforcement":[15],"learning":[16],"(RL)":[17],"based":[18],"anti-jamming":[19,52],"techniques":[20],"to":[21,28,56,72,75,102,154],"choose":[22,57],"the":[23,30,39,58,62,78,83,95,103,111,119,123,145,151,156,164,175,194,198],"transmit":[24,64],"channel":[27,65],"enhance":[29],"communication":[31,54,108],"reliability,":[32],"but":[33],"have":[34],"low":[35],"energy":[36,128,138,187],"efficiency":[37,139],"for":[38,136,168],"energy-constrained":[40],"user":[41],"equipment":[42],"(UE).":[43],"In":[44],"this":[45],"paper,":[46],"we":[47],"propose":[48],"a":[49],"RL-based":[50],"energy-efficient":[51],"NB-IoT":[53],"scheme":[55,181],"transmission":[59,96],"policy":[60,97],"including":[61],"UE":[63,76,89,127],"as":[68,70,122],"well":[69],"whether":[71],"send":[73],"them":[74],"over":[77,197],"downlink":[79],"channel.":[80],"Based":[81],"on":[82,86],"received":[84],"each":[87],"channel,":[88],"battery":[90],"level":[91,131],"message":[93],"size,":[94],"distribution":[98],"is":[99,148],"formulated":[100],"according":[101],"risk":[104,152,158],"value":[105,153],"that":[106],"indicates":[107],"reliability":[109],"exceeding":[110],"narrowband":[112],"bit":[113],"error":[114],"rate":[115],"(BER)":[116],"requirement":[117],"long-term":[120,157],"utility":[121],"weighted":[124],"sum":[125],"consumption,":[129],"BER":[130,185],"frequency":[133],"hopping":[134],"overhead":[135],"higher":[137],"reliability.":[141],"The":[142,171],"similarity":[143],"state-action":[146],"pairs":[147],"evaluated":[149],"using":[150],"update":[155],"levels":[159],"feasible":[161],"policies":[162],"via":[163],"knowledge":[165],"reuse":[166],"technique":[167],"faster":[169],"learning.":[170],"computational":[172],"complexity":[173],"upper":[176],"bounds":[177],"our":[179],"proposed":[180],"in":[182],"terms":[183],"consumption":[188],"are":[189],"provided.":[190],"Simulation":[191],"results":[192],"show":[193],"performance":[195],"gain":[196],"benchmark":[199],"against":[200],"jamming.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
