{"id":"https://openalex.org/W4406356156","doi":"https://doi.org/10.1109/wcsp62071.2024.10827609","title":"Knowledge-Data Hybrid-Driven Low-Energy Resource Allocation in Cellular Networks","display_name":"Knowledge-Data Hybrid-Driven Low-Energy Resource Allocation in Cellular Networks","publication_year":2024,"publication_date":"2024-10-24","ids":{"openalex":"https://openalex.org/W4406356156","doi":"https://doi.org/10.1109/wcsp62071.2024.10827609"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp62071.2024.10827609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp62071.2024.10827609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5115873339","display_name":"Chunlong Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlong Niu","raw_affiliation_strings":["Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076439890","display_name":"Chenxi Zhao","orcid":"https://orcid.org/0000-0002-8920-8558"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Zhao","raw_affiliation_strings":["Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029337392","display_name":"Min Sheng","orcid":"https://orcid.org/0000-0002-7762-5063"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Sheng","raw_affiliation_strings":["Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100682735","display_name":"Junyu Liu","orcid":"https://orcid.org/0000-0001-7667-6451"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Liu","raw_affiliation_strings":["Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004181029","display_name":"Jiandong Li","orcid":"https://orcid.org/0000-0002-8851-836X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiandong Li","raw_affiliation_strings":["Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University,State Key Laboratory of ISN,Xi&#x0027;an,China,710071","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"666","last_page":"671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9905999898910522,"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"}},"topics":[{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","score":0.9905999898910522,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9853000044822693,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7224534153938293},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.548596978187561},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.463228702545166},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4592028260231018},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4526117742061615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7224534153938293},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.548596978187561},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.463228702545166},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4592028260231018},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4526117742061615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp62071.2024.10827609","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp62071.2024.10827609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2038007012","https://openalex.org/W2768267200","https://openalex.org/W2787938642","https://openalex.org/W2968782695","https://openalex.org/W2993508366","https://openalex.org/W3018426194","https://openalex.org/W3036793283","https://openalex.org/W3126686235","https://openalex.org/W3135545824","https://openalex.org/W4205458532","https://openalex.org/W4293731839","https://openalex.org/W4301852635","https://openalex.org/W4393058398"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2138260944","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W4315630413"],"abstract_inverted_index":{"Due":[0],"to":[1,24,44,59,61,81,100,103,130,146,158],"the":[2,8,14,25,37,52,83,88,104,105,122,151,178,182,191,194],"growing":[3],"demand":[4,91],"for":[5,161],"services":[6,58],"and":[7,118,172,193],"dense":[9],"deployment":[10],"of":[11,27,40,92,107,181],"base":[12],"stations,":[13],"substantial":[15],"energy":[16,38,64,69,85,179],"consumption":[17,39,180],"has":[18],"emerged":[19],"as":[20,115],"a":[21,74,137],"significant":[22],"impediment":[23],"development":[26],"cellular":[28,41],"networks.":[29],"Although":[30],"numerous":[31],"energy-efficient":[32],"methods":[33,54],"have":[34],"been":[35],"proposed,":[36],"networks":[42],"continues":[43],"exhibit":[45],"an":[46],"upward":[47],"trend.":[48],"This":[49],"is":[50,79,98,125,144,154,185,197],"because":[51],"existing":[53],"may":[55],"provide":[56],"superfluous":[57],"users":[60],"achieve":[62],"higher":[63],"efficiency,":[65],"resulting":[66],"in":[67],"extra":[68],"consumption.":[70],"In":[71],"this":[72,96],"paper,":[73],"low-energy":[75,162],"resource":[76,108],"allocation":[77,109],"method":[78,184],"proposed":[80,145,183],"minimize":[82],"total":[84],"consumption,":[86],"considering":[87],"long-term":[89],"service":[90,119,166],"each":[93,148],"user.":[94],"However,":[95],"problem":[97,124],"challenging":[99],"solve":[101,147],"due":[102],"interaction":[106],"across":[110],"sequential":[111],"time":[112],"slots,":[113],"such":[114],"data":[116],"queuing":[117],"satisfaction.":[120],"Therefore,":[121],"initial":[123],"decoupled":[126],"into":[127,156],"multiple":[128],"subproblems":[129],"relax":[131],"complexity":[132],"by":[133,187,199],"Lya-punov":[134],"optimization.":[135],"Moreover,":[136],"knowledge-data":[138],"hybrid-driven":[139],"deep":[140],"reinforcement":[141],"learning":[142],"framework":[143],"subproblem.":[149],"Specifically,":[150],"knowledge":[152],"module":[153],"embedded":[155],"DRL":[157],"make":[159],"decisions":[160],"based":[163],"on":[164],"exact":[165],"demand,":[167],"without":[168],"requiring":[169],"extensive":[170],"exploration":[171],"learning.":[173],"Simulation":[174],"results":[175],"show":[176],"that":[177],"reduced":[186],"20.7%":[188],"compared":[189],"with":[190],"baseline,":[192],"convergence":[195],"speed":[196],"increased":[198],"two":[200],"times.":[201]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
