{"id":"https://openalex.org/W2917892561","doi":"https://doi.org/10.1109/padsw.2018.8645048","title":"Intelligent Large-Scale AP Control with Remarkable Energy Saving in Campus WiFi System","display_name":"Intelligent Large-Scale AP Control with Remarkable Energy Saving in Campus WiFi System","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2917892561","doi":"https://doi.org/10.1109/padsw.2018.8645048","mag":"2917892561"},"language":"en","primary_location":{"id":"doi:10.1109/padsw.2018.8645048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/padsw.2018.8645048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS)","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/A5101969261","display_name":"Fang Liang","orcid":"https://orcid.org/0000-0001-6312-5925"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Fang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101490654","display_name":"Guangtao Xue","orcid":"https://orcid.org/0000-0002-1617-3593"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Xue","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035157184","display_name":"Feng Lyu","orcid":"https://orcid.org/0000-0002-2990-5415"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Lyu","raw_affiliation_strings":["Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100627101","display_name":"Hao Sheng","orcid":"https://orcid.org/0000-0002-2811-8962"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Sheng","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066205926","display_name":"Futai Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Futai Zou","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100608808","display_name":"Minglu Li","orcid":"https://orcid.org/0000-0003-1751-9418"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglu Li","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101969261"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.6608,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86350274,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"69","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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/T11158","display_name":"Wireless Networks and Protocols","score":1.0,"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":0.9988999962806702,"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":0.9983999729156494,"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/idle","display_name":"Idle","score":0.7433383464813232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7223918437957764},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.630714476108551},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.544808030128479},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5257074236869812},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5080838203430176},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.48270463943481445},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46875452995300293},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.4590737819671631},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43189889192581177},{"id":"https://openalex.org/keywords/energy-conservation","display_name":"Energy conservation","score":0.41048187017440796},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32704925537109375},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16147860884666443},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16083282232284546},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1592240333557129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08282199501991272}],"concepts":[{"id":"https://openalex.org/C16320812","wikidata":"https://www.wikidata.org/wiki/Q1812200","display_name":"Idle","level":2,"score":0.7433383464813232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7223918437957764},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.630714476108551},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.544808030128479},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5257074236869812},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5080838203430176},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.48270463943481445},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46875452995300293},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4590737819671631},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43189889192581177},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.41048187017440796},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32704925537109375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16147860884666443},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16083282232284546},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1592240333557129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08282199501991272},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/padsw.2018.8645048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/padsw.2018.8645048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS)","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/W1969366647","https://openalex.org/W1985164194","https://openalex.org/W2049956135","https://openalex.org/W2051103906","https://openalex.org/W2064675408","https://openalex.org/W2095615824","https://openalex.org/W2103281825","https://openalex.org/W2127521595","https://openalex.org/W2134289576","https://openalex.org/W2138884820","https://openalex.org/W2343259917","https://openalex.org/W2465324213","https://openalex.org/W2488166701","https://openalex.org/W2546508543","https://openalex.org/W2745063997","https://openalex.org/W2809143425","https://openalex.org/W2902078427","https://openalex.org/W2963103668"],"related_works":["https://openalex.org/W2533749024","https://openalex.org/W2352418162","https://openalex.org/W1995684906","https://openalex.org/W4320024898","https://openalex.org/W2028412492","https://openalex.org/W179829755","https://openalex.org/W1660549405","https://openalex.org/W2085905604","https://openalex.org/W2369232549","https://openalex.org/W2281379544"],"abstract_inverted_index":{"Full":[0],"WiFi":[1,21,67,159,226],"coverage":[2,22,227],"is":[3,27,168],"more":[4,6,184,211],"and":[5,39,74,176],"prevalent":[7],"in":[8,23,64,80,229],"many":[9],"places":[10],"such":[11,41],"as":[12,136],"university,":[13],"enterprise,":[14],"big":[15],"mall,":[16],"etc.":[17],"To":[18],"achieve":[19],"full":[20],"a":[24],"wide":[25],"area":[26,82],"very":[28],"costly.":[29],"Not":[30],"only":[31],"extensive":[32,199],"AP":[33,61,95,132,139,167],"deployments":[34],"are":[35,110],"expensive,":[36],"to":[37,120,144,202],"operate":[38],"maintain":[40],"large-scale":[42,60,131,147],"APs":[43,73,109,148,178],"every":[44],"day":[45],"can":[46,217],"also":[47],"cost":[48],"much,":[49],"e.g.,":[50],"the":[51,81,103,163,172,186,189,204,207],"huge":[52],"power":[53,215],"consumption.":[54,123],"In":[55,161],"this":[56],"paper,":[57],"we":[58,97,127],"collect":[59],"status":[62],"data":[63],"our":[65],"campus":[66],"system,":[68],"which":[69,116],"contains":[70],"over":[71,221],"8,000":[72],"serves":[75],"about":[76],"40,000":[77],"active":[78],"end-users":[79],"of":[83,108,158,165,188,206,214,224],"3.0925":[84],"km":[85],"<sup":[86],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[87],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[88],".":[89],"After":[90],"conducting":[91],"empirical":[92],"studies":[93],"on":[94],"loads,":[96],"find":[98],"Idle":[99],"Phenomenon":[100],"prevails":[101],"throughout":[102],"trace.":[104],"A":[105],"large":[106],"portion":[107],"running":[111],"without":[112,156],"any":[113],"user":[114,225],"association,":[115],"will":[117,193],"inevitably":[118],"lead":[119],"unnecessary":[121],"energy":[122,153,216],"Inspired":[124],"by":[125,171],"this,":[126],"propose":[128],"an":[129],"intelligent":[130],"control":[133,146],"scheme,":[134],"named":[135],"ACE":[137,208],"(i.e.,":[138],"Control":[140],"with":[141,220],"Energy":[142],"saving),":[143],"dynamically":[145],"(On":[149],"or":[150],"Off":[151],"for":[152,183],"saving":[154],"meanwhile":[155],"loss":[157],"coverage.":[160],"ACE,":[162],"load":[164],"each":[166],"predicted":[169],"first":[170],"random":[173],"forest":[174],"algorithm,":[175],"those":[177],"whose":[179],"idle":[180],"durations":[181],"last":[182],"than":[185,212],"length":[187],"pre-defined":[190],"sliding":[191],"window":[192],"be":[194,218],"turned":[195],"off.":[196],"We":[197],"conduct":[198],"trace-driven":[200],"simulations":[201],"demonstrate":[203],"efficiency":[205],"scheme;":[209],"specifically,":[210],"70%":[213],"saved":[219],"92":[222],"%":[223],"guaranteed":[228],"average.":[230]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
