{"id":"https://openalex.org/W2614227403","doi":"https://doi.org/10.1109/wocc.2017.7928996","title":"Data-driven power control of ultra-dense femtocells: A clustering based approach","display_name":"Data-driven power control of ultra-dense femtocells: A clustering based approach","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2614227403","doi":"https://doi.org/10.1109/wocc.2017.7928996","mag":"2614227403"},"language":"en","primary_location":{"id":"doi:10.1109/wocc.2017.7928996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wocc.2017.7928996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 26th Wireless and Optical Communication Conference (WOCC)","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/A5100661626","display_name":"Li\u2010Chun Wang","orcid":"https://orcid.org/0000-0002-7883-6217"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Chun Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National Chiao Tung University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090074803","display_name":"Shao\u2010Hung Cheng","orcid":"https://orcid.org/0000-0001-6013-1676"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shao-Hung Cheng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National Chiao Tung University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National Chiao Tung University, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077684464","display_name":"Ang-Hsun Tsai","orcid":"https://orcid.org/0000-0003-2445-3939"},"institutions":[{"id":"https://openalex.org/I4210094862","display_name":"National Defense University","ror":"https://ror.org/00hkj1v53","country_code":"TW","type":"education","lineage":["https://openalex.org/I4210094862"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ang-Hsun Tsai","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, National Defense University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, National Defense University, Taiwan","institution_ids":["https://openalex.org/I4210094862"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7309,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72793076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"35","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":1.0,"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":1.0,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9994000196456909,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9984999895095825,"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/femtocell","display_name":"Femtocell","score":0.9719521999359131},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.833034336566925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6953978538513184},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.6775804758071899},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5826964974403381},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.43477556109428406},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.42753511667251587},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4268604815006256},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.425260454416275},{"id":"https://openalex.org/keywords/transmitter-power-output","display_name":"Transmitter power output","score":0.42090314626693726},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.40979987382888794},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3840094208717346},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23987239599227905},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0996532142162323},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.09054866433143616},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07586240768432617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06617659330368042}],"concepts":[{"id":"https://openalex.org/C152504517","wikidata":"https://www.wikidata.org/wiki/Q572455","display_name":"Femtocell","level":3,"score":0.9719521999359131},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.833034336566925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953978538513184},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.6775804758071899},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5826964974403381},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.43477556109428406},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.42753511667251587},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4268604815006256},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.425260454416275},{"id":"https://openalex.org/C65422117","wikidata":"https://www.wikidata.org/wiki/Q358527","display_name":"Transmitter power output","level":4,"score":0.42090314626693726},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.40979987382888794},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3840094208717346},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23987239599227905},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0996532142162323},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.09054866433143616},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07586240768432617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06617659330368042},{"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wocc.2017.7928996","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wocc.2017.7928996","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 26th Wireless and Optical Communication Conference (WOCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W327014554","https://openalex.org/W1530454586","https://openalex.org/W1618101233","https://openalex.org/W1944252881","https://openalex.org/W2014243623","https://openalex.org/W2082484980","https://openalex.org/W2135010525","https://openalex.org/W2151854870","https://openalex.org/W2160160578","https://openalex.org/W2165651795","https://openalex.org/W2188947907","https://openalex.org/W2548386758","https://openalex.org/W2574241290","https://openalex.org/W2949823946","https://openalex.org/W6611248037","https://openalex.org/W6631603826","https://openalex.org/W6687410122","https://openalex.org/W6763876014"],"related_works":["https://openalex.org/W80206304","https://openalex.org/W2003346049","https://openalex.org/W141023530","https://openalex.org/W1987533529","https://openalex.org/W1983812508","https://openalex.org/W1970017966","https://openalex.org/W2084842179","https://openalex.org/W2071017237","https://openalex.org/W1969177292","https://openalex.org/W2024487009"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4],"a":[5,38,48,59],"data-driven":[6,49],"power":[7,79,86,116,165],"control":[8,166],"(DDPC)":[9],"approach":[10,51,66,146,163],"to":[11,52,109,114,161],"improve":[12],"total":[13,151],"cell":[14,152],"throughput":[15,153],"and":[16,28,42,87,94,130,154],"energy":[17,41,157],"efficiency":[18,158],"of":[19,40,72,90,128],"ultra-dense":[20,34,169],"femtocells.":[21,170],"Although":[22],"femtocells":[23,35,57],"can":[24,122,147],"increase":[25,148],"the":[26,69,84,88,103,111,126,131,143,162,168],"capacity":[27],"coverage":[29],"in":[30,58,167],"an":[31],"indoor":[32],"environment,":[33],"may":[36],"consume":[37],"lot":[39],"generate":[43],"severe":[44],"interference.":[45],"We":[46],"investigate":[47],"clustering":[50,107,120],"reduce":[53],"co-tier":[54],"interference":[55],"among":[56],"dense":[60,73],"deployment":[61],"scenario.":[62],"The":[63,97,118],"proposed":[64,144],"DDPC":[65,145],"periodically":[67],"collects":[68],"operation":[70],"data":[71,99],"femtocells,":[74],"including":[75],"reference":[76],"signal":[77],"received":[78],"(RSRP)":[80],"from":[81],"each":[82],"user,":[83],"transmission":[85],"number":[89,127],"users":[91],"per":[92],"femtocell,":[93],"so":[95],"on.":[96],"collected":[98],"are":[100],"processed":[101],"via":[102],"affinity":[104],"propagation":[105],"(AP)":[106],"algorithm":[108,121],"determine":[110,124],"cluster":[112,133],"centers":[113,134],"perform":[115],"control.":[117],"AP":[119],"automatically":[123],"appropriate":[125],"clusters":[129],"corresponding":[132],"for":[135],"various":[136],"femtocell":[137],"densities.":[138],"Simulation":[139],"results":[140],"show":[141],"that":[142],"41%":[149],"higher":[150,156],"64%":[155],"respectively,":[159],"compared":[160],"without":[164]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}