{"id":"https://openalex.org/W4297163704","doi":"https://doi.org/10.1109/mcom.001.2200023","title":"Machine Learning and Analytical Power Consumption Models for 5G Base Stations","display_name":"Machine Learning and Analytical Power Consumption Models for 5G Base Stations","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4297163704","doi":"https://doi.org/10.1109/mcom.001.2200023"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2200023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2200023","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2209.11600","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048382270","display_name":"Nicola Piovesan","orcid":"https://orcid.org/0000-0001-5397-5248"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nicola Piovesan","raw_affiliation_strings":["Huawei Technologies,France","Huawei Technologies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739513","display_name":"David L\u00f3pez\u2010P\u00e9rez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Lopez-Perez","raw_affiliation_strings":["Huawei Technologies,France","Huawei Technologies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045740906","display_name":"Antonio De Domenico","orcid":"https://orcid.org/0000-0003-1229-4045"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antonio De Domenico","raw_affiliation_strings":["Huawei Technologies,France","Huawei Technologies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110806220","display_name":"Xinli Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xinli Geng","raw_affiliation_strings":["Huawei Technologies,France","Huawei Technologies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027211251","display_name":"Harvey Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Harvey Bao","raw_affiliation_strings":["Huawei Technologies,France","Huawei Technologies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056145687","display_name":"M\u00e9rouane Debbah","orcid":"https://orcid.org/0000-0001-8941-8080"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Merouane Debbah","raw_affiliation_strings":["Huawei Technologies,France","Huawei Technologies, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies, France","institution_ids":["https://openalex.org/I4210123571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048382270"],"corresponding_institution_ids":["https://openalex.org/I4210123571"],"apc_list":null,"apc_paid":null,"fwci":6.0034,"has_fulltext":false,"cited_by_count":69,"citation_normalized_percentile":{"value":0.97149792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"60","issue":"10","first_page":"56","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9955000281333923,"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":0.8712432384490967},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7481311559677124},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.7430785894393921},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6081861853599548},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5491837859153748},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5129179954528809},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.46352630853652954},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.46007806062698364},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4465765058994293},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.4316789507865906},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3460851311683655},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3361867666244507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33309656381607056},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07714012265205383}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712432384490967},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7481311559677124},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.7430785894393921},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6081861853599548},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5491837859153748},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5129179954528809},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.46352630853652954},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.46007806062698364},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4465765058994293},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4316789507865906},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3460851311683655},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3361867666244507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33309656381607056},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07714012265205383},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.001.2200023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2200023","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2209.11600","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.11600","pdf_url":"https://arxiv.org/pdf/2209.11600","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2209.11600","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.11600","pdf_url":"https://arxiv.org/pdf/2209.11600","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1557654162","https://openalex.org/W2112170521","https://openalex.org/W2147056723","https://openalex.org/W2165205918","https://openalex.org/W2291221855","https://openalex.org/W2922148860","https://openalex.org/W3018426194","https://openalex.org/W3096767326","https://openalex.org/W4210748710","https://openalex.org/W4225725726"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W2047225036","https://openalex.org/W4386698331","https://openalex.org/W2138314731","https://openalex.org/W2093207996","https://openalex.org/W4210343411","https://openalex.org/W2322468729","https://openalex.org/W2142989636"],"abstract_inverted_index":{"The":[0],"energy":[1,135,158],"consumption":[2,54,99,152],"of":[3,8,13,17,51,55,134],"the":[4,14,18,52,85,132,156],"fifth":[5],"generation":[6],"(5G)":[7],"mobile":[9],"networks":[10],"is":[11,23,128],"one":[12],"major":[15],"concerns":[16],"telecom":[19],"industry.":[20],"However,":[21],"there":[22],"not":[24],"currently":[25],"an":[26],"accurate":[27],"and":[28,95,114,126,153],"tractable":[29,97],"approach":[30],"to":[31,91,130],"evaluate":[32],"5G":[33,56,79,149],"base":[34],"stations'":[35],"(BSs')":[36],"power":[37,53,98,151],"consumption.":[38],"In":[39],"this":[40,89,121,140],"article,":[41],"we":[42,69,83,118],"propose":[43],"a":[44,48,62,71,93,144],"novel":[45],"model":[46,122,142],"for":[47,147],"realistic":[49,94],"characterization":[50],"multi-carrier":[57],"BSs,":[58],"which":[59,101],"builds":[60],"on":[61],"large":[63],"data":[64],"collection":[65],"campaign.":[66],"At":[67],"first,":[68],"define":[70],"machine":[72],"learning":[73],"architecture":[74],"that":[75,120],"allows":[76],"modeling":[77],"multiple":[78],"BS":[80],"products.":[81],"Then":[82],"exploit":[84],"knowledge":[86],"gathered":[87],"by":[88],"framework":[90],"derive":[92],"analytically":[96],"model,":[100],"can":[102],"help":[103],"driving":[104],"both":[105],"theoretical":[106],"analyses":[107],"as":[108,110],"well":[109],"feature":[111],"standardization,":[112],"development,":[113],"optimization":[115],"frameworks.":[116],"Notably,":[117],"demonstrate":[119],"has":[123],"high":[124],"precision,":[125],"it":[127],"able":[129],"capture":[131],"benefits":[133],"saving":[136],"mechanisms.":[137],"We":[138],"believe":[139],"analytical":[141],"represents":[143],"fundamental":[145],"tool":[146],"understanding":[148],"BSs'":[150],"accurately":[154],"optimizing":[155],"network":[157],"efficiency.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":28},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":12}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2022-09-27T00:00:00"}
