{"id":"https://openalex.org/W2519602375","doi":"https://doi.org/10.1109/wcnc.2016.7564910","title":"Primary user activity prediction based joint topology control and stable routing in mobile cognitive networks","display_name":"Primary user activity prediction based joint topology control and stable routing in mobile cognitive networks","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2519602375","doi":"https://doi.org/10.1109/wcnc.2016.7564910","mag":"2519602375"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc.2016.7564910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2016.7564910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Wireless Communications and Networking Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102950115","display_name":"Yan Xue","orcid":"https://orcid.org/0000-0002-3955-7987"},"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":"Yan Xue","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088083942","display_name":"Can Tang","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":"Can Tang","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007640861","display_name":"Feilong Tang","orcid":"https://orcid.org/0000-0002-1384-198X"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Feilong Tang","raw_affiliation_strings":["College of Business and Economics, The Australian National University, Canberra, Australian"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business and Economics, The Australian National University, Canberra, Australian","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066477098","display_name":"Yanqin Yang","orcid":"https://orcid.org/0000-0001-8793-9157"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqin Yang","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, Shanzhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, Shanzhai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100679241","display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-4974-6116"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["AU","JP"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["College of Business and Economics, The Australian National University, Canberra, Australian","Faculty of Engineering Information and Systems, University of Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business and Economics, The Australian National University, Canberra, Australian","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Faculty of Engineering Information and Systems, University of Tsukuba, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039318240","display_name":"Minyi Guo","orcid":"https://orcid.org/0000-0003-0034-2302"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Minyi Guo","raw_affiliation_strings":["College of Business and Economics, The Australian National University, Canberra, Australian"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business and Economics, The Australian National University, Canberra, Australian","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029265765","display_name":"Jinsong Wu","orcid":"https://orcid.org/0000-0003-4720-5946"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Jinsong Wu","raw_affiliation_strings":["Universidad de Chile, Santiago de Chile, CL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Chile, Santiago de Chile, CL","institution_ids":["https://openalex.org/I69737025"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9997000098228455,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9997000098228455,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9995999932289124,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"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":0.764091968536377},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6934269666671753},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5705844163894653},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5614482164382935},{"id":"https://openalex.org/keywords/topology-control","display_name":"Topology control","score":0.524357795715332},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4978952407836914},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.49184370040893555},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.47768813371658325},{"id":"https://openalex.org/keywords/metrics","display_name":"Metrics","score":0.4758467376232147},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.4513798952102661},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.44857534766197205},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4467832148075104},{"id":"https://openalex.org/keywords/geographic-routing","display_name":"Geographic routing","score":0.44414469599723816},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4245207905769348},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.42308926582336426},{"id":"https://openalex.org/keywords/dynamic-source-routing","display_name":"Dynamic Source Routing","score":0.40011924505233765},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.291881263256073},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.24730387330055237},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10862952470779419},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08046123385429382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.764091968536377},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6934269666671753},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5705844163894653},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5614482164382935},{"id":"https://openalex.org/C2778034918","wikidata":"https://www.wikidata.org/wiki/Q3689301","display_name":"Topology control","level":5,"score":0.524357795715332},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4978952407836914},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.49184370040893555},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.47768813371658325},{"id":"https://openalex.org/C195780805","wikidata":"https://www.wikidata.org/wiki/Q1535986","display_name":"Metrics","level":5,"score":0.4758467376232147},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.4513798952102661},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.44857534766197205},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4467832148075104},{"id":"https://openalex.org/C50558702","wikidata":"https://www.wikidata.org/wiki/Q5535067","display_name":"Geographic routing","level":5,"score":0.44414469599723816},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4245207905769348},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.42308926582336426},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.40011924505233765},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.291881263256073},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.24730387330055237},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10862952470779419},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08046123385429382},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc.2016.7564910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc.2016.7564910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Wireless Communications and Networking Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5082166765","display_name":"Heterogeneous Network System Management, Evaluation, and Information Service Innovation in Cloud Environments","funder_award_id":"26280027","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1989596872","https://openalex.org/W2059869588","https://openalex.org/W2082076899","https://openalex.org/W2096243335","https://openalex.org/W2103960658","https://openalex.org/W2107426628","https://openalex.org/W2113683645","https://openalex.org/W2129898352","https://openalex.org/W2139652208","https://openalex.org/W2168067209","https://openalex.org/W2169099421","https://openalex.org/W3104314953"],"related_works":["https://openalex.org/W2110333561","https://openalex.org/W2398904817","https://openalex.org/W2160189149","https://openalex.org/W4287750224","https://openalex.org/W2620451430","https://openalex.org/W3039965318","https://openalex.org/W2743767538","https://openalex.org/W2163375631","https://openalex.org/W2187498136","https://openalex.org/W2546672549"],"abstract_inverted_index":{"The":[0],"stability":[1,164],"of":[2,58,82,162],"links":[3],"in":[4,30,160],"mobile":[5],"cognitive":[6],"networks":[7],"(MCNets)":[8],"is":[9],"significantly":[10],"affected":[11],"by":[12],"primary":[13,48,59,83,115],"user":[14,49,70,84,96,116],"activities":[15,85],"and":[16,23,86,92,103,127,134,152,156,165],"node":[17,87],"mobility,":[18],"which":[19,120],"makes":[20],"topology":[21,148],"control":[22],"stable":[24,126,147],"routing":[25,67],"more":[26],"challenging":[27],"than":[28],"that":[29,141],"traditional":[31],"wireless":[32],"networks.":[33],"In":[34,42],"multi-channel":[35],"multi-hop":[36],"MCNets,":[37],"it":[38],"will":[39],"become":[40],"worse.":[41],"this":[43],"paper,":[44],"we":[45,62,90],"propose":[46,91],"a":[47,65,94,132,135],"activity":[50,71,97,117],"prediction":[51,118],"model":[52],"to":[53,77],"reveal":[54],"channel":[55],"utilization":[56],"patterns":[57],"users.":[60],"Next,":[61],"put":[63],"forward":[64],"novel":[66],"metric":[68],"Primary":[69,95],"Prediction":[72,98],"based":[73,99,112],"Stability":[74],"Metric":[75],"(PPSM)":[76],"quantitatively":[78],"capture":[79],"the":[80,124,128],"affect":[81],"mobility.":[88],"Finally,":[89],"implement":[93],"Joint":[100],"Topology":[101],"Control":[102],"Stable":[104],"Routing":[105],"(PP-JTCSR)":[106],"protocol":[107,144],"for":[108],"maximizing":[109],"network":[110],"throughput":[111],"on":[113],"our":[114,142],"model,":[119],"can":[121,145],"find":[122],"out":[123],"most":[125],"shortest":[129],"path":[130,153,163],"between":[131],"source":[133],"destination.":[136],"NS2-based":[137],"simulation":[138],"results":[139],"demonstrate":[140],"PP-JTCSR":[143],"generate":[146],"through":[149],"predicting":[150],"link":[151],"duration":[154],"quantitatively,":[155],"outperforms":[157],"related":[158],"proposals":[159],"terms":[161],"average":[166],"throughput.":[167]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}