{"id":"https://openalex.org/W2921373853","doi":"https://doi.org/10.1109/jiot.2019.2903347","title":"Online Learning-Based Discontinuous Reception (DRX) for Machine-Type Communications","display_name":"Online Learning-Based Discontinuous Reception (DRX) for Machine-Type Communications","publication_year":2019,"publication_date":"2019-03-06","ids":{"openalex":"https://openalex.org/W2921373853","doi":"https://doi.org/10.1109/jiot.2019.2903347","mag":"2921373853"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2903347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2903347","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5030171773","display_name":"Jianhong Zhou","orcid":"https://orcid.org/0000-0002-3422-9327"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhong Zhou","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086335553","display_name":"Gang Feng","orcid":"https://orcid.org/0000-0002-2512-2392"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Feng","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108501412","display_name":"Tak-Shing Peter Yum","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tak-Shing Peter Yum","raw_affiliation_strings":["Zhejiang Lab of China, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab of China, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086286602","display_name":"Mu Yan","orcid":"https://orcid.org/0000-0001-9883-1862"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mu Yan","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103062487","display_name":"Shuang Qin","orcid":"https://orcid.org/0000-0001-9264-6850"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Qin","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030171773"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.7884,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.85143812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"6","issue":"3","first_page":"5550","last_page":"5561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","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/T10603","display_name":"Smart Grid Energy Management","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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9993000030517578,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9965000152587891,"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/computer-science","display_name":"Computer science","score":0.8400754928588867},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5341687798500061},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4516599774360657},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.43301329016685486},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41132885217666626},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3969823718070984},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3643368184566498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8400754928588867},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5341687798500061},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4516599774360657},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.43301329016685486},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41132885217666626},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3969823718070984},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3643368184566498},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2019.2903347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2903347","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7000009495","display_name":null,"funder_award_id":"61631005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8378816812","display_name":null,"funder_award_id":"61871099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1554811756","https://openalex.org/W2009303086","https://openalex.org/W2021876028","https://openalex.org/W2060826581","https://openalex.org/W2094387729","https://openalex.org/W2100677568","https://openalex.org/W2102988084","https://openalex.org/W2119717200","https://openalex.org/W2121863487","https://openalex.org/W2124152313","https://openalex.org/W2131489444","https://openalex.org/W2132351269","https://openalex.org/W2138958166","https://openalex.org/W2143490508","https://openalex.org/W2144446635","https://openalex.org/W2145294435","https://openalex.org/W2151661095","https://openalex.org/W2153432055","https://openalex.org/W2156737235","https://openalex.org/W2344659650","https://openalex.org/W2402138990","https://openalex.org/W2409206565","https://openalex.org/W2617375899","https://openalex.org/W2771152181","https://openalex.org/W2909316670","https://openalex.org/W3041202696","https://openalex.org/W3103182070","https://openalex.org/W4214717370","https://openalex.org/W6633212114"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W2038165453","https://openalex.org/W1885824365"],"abstract_inverted_index":{"4G":[0],"systems":[1],"employ":[2],"discontinuous":[3],"reception":[4],"(DRX)":[5],"mechanism":[6,69,160],"to":[7,16,27,94,104,183],"conserve":[8],"energy":[9,97,176],"by":[10,102,126],"intermittently":[11],"suspending":[12],"network":[13],"connections.":[14],"Moving":[15],"5G,":[17],"a":[18,84,145],"wide":[19],"range":[20],"of":[21,39,48,55,134,172],"applications":[22],"with":[23,46,92],"diverse":[24],"characteristics":[25],"need":[26],"be":[28,58],"supported.":[29],"Especially,":[30],"machine-type":[31],"communication":[32,50],"(MTC)":[33],"has":[34],"been":[35],"identified":[36],"as":[37],"one":[38],"the":[40,52,66,110,128,132,140,150,163,184],"three":[41],"generic":[42],"5G":[43],"services.":[44],"Compared":[45],"that":[47,156],"human-type":[49],"(HTC),":[51],"traffic":[53,106,129,189],"patterns":[54],"MTC":[56,100],"could":[57],"very":[59],"bursty":[60],"and":[61,116,166,175],"even":[62],"nonstationary.":[63],"Thus,":[64],"using":[65],"legacy":[67,164],"DRX":[68,88,124,165,168],"will":[70],"cause":[71],"longer":[72],"access":[73],"delay":[74,174],"and/or":[75],"higher":[76],"power":[77],"consumption.":[78],"In":[79,108],"this":[80],"paper,":[81],"we":[82,143],"propose":[83,144],"new":[85],"online":[86],"learning-based":[87],"mechanism,":[89],"called":[90],"AC-DRX,":[91,109],"aim":[93],"improve":[95],"device":[96],"efficiency":[98],"for":[99,122],"services":[101],"adapting":[103],"varying":[105],"pattern.":[107],"time":[111,136],"is":[112,120,180,191],"slotted":[113],"into":[114],"intervals":[115],"actor-critic":[117],"(AC)":[118],"algorithm":[119],"used":[121],"adjusting":[123],"cycles":[125],"learning":[127,141],"statistics":[130],"at":[131],"beginning":[133],"every":[135],"interval.":[137],"To":[138],"accelerate":[139],"process,":[142],"symmetric":[146],"sampling":[147],"method":[148],"in":[149,170],"AC":[151],"algorithm.":[152],"Numerical":[153],"results":[154],"show":[155],"our":[157],"proposed":[158],"AC-DRX":[159],"significantly":[161],"outperforms":[162],"extended":[167],"mechanisms":[169],"terms":[171],"both":[173],"efficiency.":[177],"The":[178],"performance":[179],"fairly":[181],"close":[182],"upper":[185],"bound":[186],"where":[187],"perfect":[188],"knowledge":[190],"assumed":[192],"known.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
