{"id":"https://openalex.org/W2990246118","doi":"https://doi.org/10.1109/access.2019.2954713","title":"Energy Efficiency Optimization-Based Joint Resource Allocation and Clustering Algorithm for M2M Communication Systems","display_name":"Energy Efficiency Optimization-Based Joint Resource Allocation and Clustering Algorithm for M2M Communication Systems","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990246118","doi":"https://doi.org/10.1109/access.2019.2954713","mag":"2990246118"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2954713","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2954713","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08907830.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08907830.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051328733","display_name":"Rong Chai","orcid":"https://orcid.org/0000-0002-0957-7792"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Chai","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034812152","display_name":"Changzhu Liu","orcid":"https://orcid.org/0000-0002-4254-7333"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changzhu Liu","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084338675","display_name":"Qianbin Chen","orcid":"https://orcid.org/0000-0001-6868-6860"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianbin Chen","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051328733"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2104,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.80330104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"168507","last_page":"168519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9998000264167786,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9998000264167786,"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":0.9995999932289124,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994999766349792,"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":0.7959592342376709},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7717826962471008},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.7079387307167053},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5955175757408142},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5921949744224548},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5470585823059082},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5264566540718079},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5241411328315735},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.47922948002815247},{"id":"https://openalex.org/keywords/fractional-programming","display_name":"Fractional programming","score":0.4147326350212097},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40060967206954956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3401848077774048},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.27598071098327637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17939841747283936},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15451350808143616},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.13046479225158691},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10115888714790344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0892726480960846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7959592342376709},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7717826962471008},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.7079387307167053},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5955175757408142},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5921949744224548},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5470585823059082},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5264566540718079},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5241411328315735},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.47922948002815247},{"id":"https://openalex.org/C169069869","wikidata":"https://www.wikidata.org/wiki/Q5477546","display_name":"Fractional programming","level":4,"score":0.4147326350212097},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40060967206954956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3401848077774048},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.27598071098327637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17939841747283936},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15451350808143616},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.13046479225158691},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10115888714790344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0892726480960846},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical 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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2954713","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2954713","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08907830.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b17eea24826544d2a2cc90a7cbc694aa","is_oa":true,"landing_page_url":"https://doaj.org/article/b17eea24826544d2a2cc90a7cbc694aa","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 Access, Vol 7, Pp 168507-168519 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2954713","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2954713","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08907830.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1106293376","display_name":null,"funder_award_id":"61571073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3434017878","display_name":null,"funder_award_id":"20160105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3997088076","display_name":null,"funder_award_id":"MCM20160105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5525282449","display_name":null,"funder_award_id":"201601","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5797785011","display_name":null,"funder_award_id":"16010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990246118.pdf","grobid_xml":"https://content.openalex.org/works/W2990246118.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1967956032","https://openalex.org/W1974608850","https://openalex.org/W2091502075","https://openalex.org/W2119792344","https://openalex.org/W2240122942","https://openalex.org/W2296319761","https://openalex.org/W2515821832","https://openalex.org/W2547887009","https://openalex.org/W2557407582","https://openalex.org/W2566222168","https://openalex.org/W2570828259","https://openalex.org/W2613677856","https://openalex.org/W2621668204","https://openalex.org/W2726880485","https://openalex.org/W2742173809","https://openalex.org/W2766846808","https://openalex.org/W2773009956","https://openalex.org/W2782585880","https://openalex.org/W2794431253","https://openalex.org/W2800362000","https://openalex.org/W2808348237","https://openalex.org/W2901454492","https://openalex.org/W2931586573","https://openalex.org/W2954335482","https://openalex.org/W2963297150","https://openalex.org/W2963831380","https://openalex.org/W2999729612","https://openalex.org/W3105941327","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W103185312","https://openalex.org/W2360483549","https://openalex.org/W2110326814","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W86175780","https://openalex.org/W1589966275","https://openalex.org/W2181493188","https://openalex.org/W4210774172"],"abstract_inverted_index":{"In":[0,15,73],"recent":[1],"years,":[2],"machine-to-machine":[3],"(M2M)":[4],"communications":[5],"have":[6],"attracted":[7],"great":[8],"attentions":[9],"from":[10],"both":[11],"academia":[12],"and":[13,55,60,66,82,105,111,135,171],"industry.":[14],"M2M":[16,70,86],"communication":[17,21,71,87],"systems,":[18],"machine":[19],"type":[20],"devices":[22],"(MTCDs)":[23],"are":[24,42],"capable":[25],"of":[26,40,51,69,95,124,128,209],"communicating":[27],"with":[28],"each":[29],"other":[30],"intelligently":[31],"under":[32],"highly":[33],"reduced":[34],"human":[35],"interventions.":[36],"Although":[37],"diverse":[38],"types":[39],"services":[41],"expected":[43],"to":[44,62,199],"be":[45,159],"supported":[46],"for":[47],"MTCDs,":[48,97,130],"various":[49],"quality":[50],"service":[52],"(QoS)":[53],"requirements":[54],"network":[56],"states":[57],"pose":[58],"difficulties":[59],"challenges":[61],"the":[63,78,91,96,122,125,129,131,147,164,184,201,207,210],"resource":[64,80,93,102,109,133],"allocation":[65,81,110,134,169,187],"clustering":[67,83,112,136,172,202],"schemes":[68],"systems.":[72,88],"this":[74],"paper,":[75],"we":[76,98,162,181,192],"address":[77],"joint":[79,101,108,132],"problem":[84,137,150,166],"in":[85],"To":[89],"achieve":[90],"efficient":[92],"management":[94,103],"propose":[99,194],"a":[100,107,152,195],"architecture,":[104],"design":[106],"algorithm.":[113,212],"More":[114],"specifically,":[115],"by":[116],"defining":[117],"system":[118],"energy":[119,126,142,177],"efficiency":[120,127,143,178],"as":[121,140],"sum":[123],"is":[138,151],"formulated":[139],"an":[141],"maximization":[144,179],"problem.":[145],"As":[146],"original":[148],"optimization":[149,165],"nonlinear":[153],"fractional":[154],"programming":[155],"problem,":[156],"which":[157],"cannot":[158],"solved":[160],"conveniently,":[161],"transform":[163],"into":[167],"power":[168,186],"subproblem":[170],"subproblem.":[173],"Applying":[174],"iterative":[175],"method-based":[176],"algorithm,":[180],"first":[182],"obtain":[183,200],"optimal":[185],"strategy":[188],"based":[189],"on":[190],"which,":[191],"then":[193],"modified":[196],"K-means":[197],"algorithm":[198],"strategy.":[203],"Numerical":[204],"results":[205],"demonstrate":[206],"effectiveness":[208],"proposed":[211]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
