{"id":"https://openalex.org/W2884284227","doi":"https://doi.org/10.1109/jsyst.2018.2851755","title":"Self-Organizing Ultra-Dense Small Cells in Dynamic Environments: A Data-Driven Approach","display_name":"Self-Organizing Ultra-Dense Small Cells in Dynamic Environments: A Data-Driven Approach","publication_year":2018,"publication_date":"2018-07-16","ids":{"openalex":"https://openalex.org/W2884284227","doi":"https://doi.org/10.1109/jsyst.2018.2851755","mag":"2884284227"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2018.2851755","doi":"https://doi.org/10.1109/jsyst.2018.2851755","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2018.2851755","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/8727580/08411547.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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 Systems Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/4267003/8727580/08411547.pdf","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","observed_orcids":["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, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7883-6217","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090074803","display_name":"Shao\u2010Hung Cheng","orcid":"https://orcid.org/0000-0001-6013-1676","observed_orcids":["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, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-6013-1676","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.8615,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.70606919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"13","issue":"2","first_page":"1397","last_page":"1408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9980000257492065,"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":0.9980000257492065,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.00039999998989515007,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.0003000000142492354,"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/self-organizing-networks","display_name":"self-organizing networks","score":0.9319999814033508},{"id":"https://openalex.org/keywords/interference-suppression","display_name":"interference suppression","score":0.8550000190734863},{"id":"https://openalex.org/keywords/transmission-power-control","display_name":"transmission power control","score":0.7829999923706055},{"id":"https://openalex.org/keywords/traffic-load","display_name":"traffic load","score":0.6790000200271606},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.9629999995231628},{"id":"https://openalex.org/keywords/throughput","display_name":"throughput","score":0.8069999814033508},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"polynomial regression","score":0.7760000228881836}],"concepts":[{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.6994029879570007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856615543365479},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6271842122077942},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5168223977088928},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4967647194862366},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4697846472263336},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.44337189197540283},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.439073383808136},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41313767433166504},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41060349345207214},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3899437189102173},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3687785863876343},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3450615406036377},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20050281286239624},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1441957652568817},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.13493221998214722},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10993701219558716},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10482928156852722},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2018.2851755","doi":"https://doi.org/10.1109/jsyst.2018.2851755","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2018.2851755","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/8727580/08411547.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/jsyst.2018.2851755","doi":"https://doi.org/10.1109/jsyst.2018.2851755","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jsyst.2018.2851755","pdf_url":"https://ieeexplore.ieee.org/ielx7/4267003/8727580/08411547.pdf","source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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 Systems Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1052468712","display_name":null,"funder_award_id":"MOST 105-","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G3443723500","display_name":"A Study of 4g/Lte &Amp; B4g Network Performance Based on Big Data Analytics for Network Traffic and Management Data( III )","funder_award_id":"MOST105-2218-E009-009","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2884284227.pdf","grobid_xml":"https://content.openalex.org/works/W2884284227.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W285210081","https://openalex.org/W1511497032","https://openalex.org/W1619581795","https://openalex.org/W1663973292","https://openalex.org/W1919748448","https://openalex.org/W1936650686","https://openalex.org/W1944252881","https://openalex.org/W1963533680","https://openalex.org/W2008783708","https://openalex.org/W2014243623","https://openalex.org/W2014991509","https://openalex.org/W2062377098","https://openalex.org/W2067765598","https://openalex.org/W2082484980","https://openalex.org/W2085015703","https://openalex.org/W2090832599","https://openalex.org/W2105561195","https://openalex.org/W2112170521","https://openalex.org/W2145282441","https://openalex.org/W2149774779","https://openalex.org/W2151062451","https://openalex.org/W2151854870","https://openalex.org/W2154782861","https://openalex.org/W2158581494","https://openalex.org/W2160160578","https://openalex.org/W2163553782","https://openalex.org/W2164376313","https://openalex.org/W2172869910","https://openalex.org/W2188947907","https://openalex.org/W2292994152","https://openalex.org/W2484538704","https://openalex.org/W2538283180","https://openalex.org/W2558804959","https://openalex.org/W2565934864","https://openalex.org/W2590325429","https://openalex.org/W2593658442","https://openalex.org/W2598863660","https://openalex.org/W2606683418","https://openalex.org/W2791072699","https://openalex.org/W2962836907","https://openalex.org/W3106270855","https://openalex.org/W3125050562","https://openalex.org/W4212863985","https://openalex.org/W4412507394","https://openalex.org/W6675814773"],"related_works":["https://openalex.org/W2598863660","https://openalex.org/W2807456789","https://openalex.org/W2329627572","https://openalex.org/W2751969415","https://openalex.org/W2558804959","https://openalex.org/W4316876992","https://openalex.org/W4250609805","https://openalex.org/W4405429443","https://openalex.org/W2945320255","https://openalex.org/W2567561733"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,44,120,134,196,201],"data-driven":[4],"biadaptive":[5],"self-organizing":[6],"network":[7],"(Bi-SON)":[8],"for":[9,101],"ultra-dense":[10],"small":[11,59,71],"cells":[12,60,72,84,95,146],"(UDSC),":[13],"which":[14],"can":[15,156,176,205],"improve":[16,157,178,206],"energy":[17,161,183],"efficiency":[18,162,184],"and":[19,34,48,65,79,160,167,181,189],"reduce":[20],"interference":[21,49,102],"in":[22,104],"dynamic":[23],"environments,":[24],"taking":[25,212],"account":[26],"of":[27,42,109,116,129,136,163,185,209,214,218],"cell":[28,51],"switching":[29,173],"on/off,":[30],"transmission":[31,99],"power":[32,100,198],"adjustment,":[33],"traffic":[35,46,63,77],"loads":[36],"simultaneously.":[37],"In":[38],"the":[39,56,69,88,98,105,113,125,140,145,149,158,171,179,182,207,215],"first":[40,54],"adaptation":[41,107,199],"Bi-SON,":[43,110],"joint":[45],"load":[47,78],"aware":[50],"ranking":[52],"mechanism":[53],"determines":[55],"necessary":[57],"active":[58,70],"based":[61,73],"on":[62,74],"loads,":[64],"then":[66],"ranks":[67],"all":[68,144],"their":[75],"carried":[76],"resulting":[80],"interference.":[81],"Top":[82],"ranked":[83,93],"will":[85,96],"transmit":[86,147],"at":[87],"maximum":[89,150],"power.":[90],"The":[91],"last":[92],"K":[94],"adjust":[97],"reduction":[103],"second":[106],"function":[108,135],"while":[111],"maintaining":[112],"required":[114],"quality":[115],"service.":[117],"According":[118],"to":[119,139],"polynomial":[121],"regression":[122],"learning":[123],"approach,":[124],"total":[126],"system":[127],"throughput":[128,159,180],"UDSC":[130,164,186,210],"is":[131],"characterized":[132],"as":[133],"K.":[137],"Compared":[138],"baseline":[141],"case":[142],"when":[143],"with":[148,195],"power,":[151],"our":[152],"proposed":[153],"Bi-SON":[154,203],"framework":[155,204],"by":[165,187,211],"73%":[166],"169%,":[168],"respectively.":[169,191],"However,":[170],"pure":[172],"on/off":[174],"approach":[175],"only":[177],"52%":[188],"115%,":[190],"As":[192],"demonstrated,":[193],"even":[194],"simple":[197],"algorithm,":[200],"learning-based":[202],"performance":[208],"advantage":[213],"pervasive":[216],"availability":[217],"voluminous":[219],"data.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-08-03T00:00:00"}
