{"id":"https://openalex.org/W2087626529","doi":"https://doi.org/10.1109/iccw.2013.6649296","title":"A traffic prediction based sleeping mechanism with low complexity in femtocell networks","display_name":"A traffic prediction based sleeping mechanism with low complexity in femtocell networks","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2087626529","doi":"https://doi.org/10.1109/iccw.2013.6649296","mag":"2087626529"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2013.6649296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2013.6649296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Communications Workshops (ICC)","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/A5100762884","display_name":"Guoxiang Wang","orcid":"https://orcid.org/0000-0002-7467-7466"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoxiang Wang","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058648594","display_name":"Caili Guo","orcid":"https://orcid.org/0000-0001-8892-4520"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caili Guo","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001287848","display_name":"Shengsen Wang","orcid":"https://orcid.org/0000-0002-2259-6015"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengsen Wang","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100536990","display_name":"Chunyan Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyan Feng","raw_affiliation_strings":["Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, Beijing","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Lab. of Network Syst., Archit. & Convergence, Beijing Univ. of Posts & Telecommun., Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100762884"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":1.8916,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87363611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2","issue":null,"first_page":"560","last_page":"565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9997000098228455,"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":0.9997000098228455,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9987000226974487,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9983000159263611,"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/femtocell","display_name":"Femtocell","score":0.8093726634979248},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8048563003540039},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.7397804260253906},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5534541606903076},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5375944972038269},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5204801559448242},{"id":"https://openalex.org/keywords/blocking","display_name":"Blocking (statistics)","score":0.48737746477127075},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46644163131713867},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4547831118106842},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4362197518348694},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4276023507118225},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36901772022247314},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26495808362960815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12521612644195557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12489047646522522},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09722638130187988}],"concepts":[{"id":"https://openalex.org/C152504517","wikidata":"https://www.wikidata.org/wiki/Q572455","display_name":"Femtocell","level":3,"score":0.8093726634979248},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8048563003540039},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.7397804260253906},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5534541606903076},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5375944972038269},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5204801559448242},{"id":"https://openalex.org/C144745244","wikidata":"https://www.wikidata.org/wiki/Q4927286","display_name":"Blocking (statistics)","level":2,"score":0.48737746477127075},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46644163131713867},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4547831118106842},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4362197518348694},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4276023507118225},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36901772022247314},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26495808362960815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12521612644195557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12489047646522522},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09722638130187988},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccw.2013.6649296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2013.6649296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Communications Workshops (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9200000166893005,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1598201578","https://openalex.org/W1994130988","https://openalex.org/W2014974480","https://openalex.org/W2024596427","https://openalex.org/W2033947997","https://openalex.org/W2071818946","https://openalex.org/W2090500089","https://openalex.org/W2098563066","https://openalex.org/W2110519532","https://openalex.org/W2113781776","https://openalex.org/W2129733867","https://openalex.org/W2144239375","https://openalex.org/W2163565319","https://openalex.org/W4299422557","https://openalex.org/W6683788084"],"related_works":["https://openalex.org/W2052892589","https://openalex.org/W2153023023","https://openalex.org/W2137662009","https://openalex.org/W2303288554","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W4386698331","https://openalex.org/W2047225036","https://openalex.org/W2138314731","https://openalex.org/W2029263917"],"abstract_inverted_index":{"Dynamic":[0],"sleeping":[1,38,51,151],"of":[2,17,35,117,161],"base":[3,75,86,94,119],"stations":[4,120],"under":[5,27],"off-peak":[6],"time":[7],"is":[8,25,57,67,141],"an":[9],"efficient":[10],"way":[11],"to":[12,31,69,102,130,157],"reduce":[13],"the":[14,32,36,103,115,135,138,145,159],"energy":[15,165],"consumption":[16],"cellular":[18],"networks.":[19,61],"However,":[20],"traffic":[21,48,72,104],"in":[22,44,59,73,105],"femtocell":[23,60],"networks":[24],"always":[26],"fluctuation,":[28],"which":[29],"leads":[30],"high":[33],"complexity":[34,56,140],"existing":[37],"approaches.":[39],"To":[40],"overcome":[41],"this":[42,45,111],"problem,":[43],"paper":[46],"a":[47,84,123],"prediction":[49,80],"based":[50,78,150],"(TPBS)":[52],"mechanism":[53],"with":[54,90,126,144],"low":[55,91,127,142],"proposed":[58],"Artificial":[62],"neural":[63],"network":[64],"(ANN)":[65],"model":[66],"used":[68,156],"predict":[70],"future":[71],"each":[74],"station.":[76],"Then":[77],"on":[79],"results,":[81],"we":[82],"propose":[83],"dynamic":[85],"station":[87,95],"switching":[88],"algorithm":[89,139,168],"complexity,":[92],"where":[93],"can":[96,113],"be":[97],"switched":[98],"off/on":[99],"dynamically":[100],"according":[101],"real":[106],"time.":[107],"We":[108],"show":[109],"that":[110],"approach":[112],"minimize":[114],"number":[116],"active":[118],"while":[121],"providing":[122],"satisfying":[124],"service":[125],"blocking":[128],"probability":[129],"all":[131],"users":[132],"and,":[133],"at":[134],"same":[136],"time,":[137],"compared":[143],"Markov":[146],"Decision":[147],"Process":[148],"(MDP)":[149],"method.":[152],"Simulation":[153],"results":[154],"are":[155],"evaluate":[158],"performance":[160],"our":[162],"schemes":[163],"considering":[164],"saving":[166],"and":[167],"complexity.":[169]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}