{"id":"https://openalex.org/W2607059137","doi":"https://doi.org/10.1109/tvt.2017.2693384","title":"Robust Online Spectrum Prediction With Incomplete and Corrupted Historical Observations","display_name":"Robust Online Spectrum Prediction With Incomplete and Corrupted Historical Observations","publication_year":2017,"publication_date":"2017-04-12","ids":{"openalex":"https://openalex.org/W2607059137","doi":"https://doi.org/10.1109/tvt.2017.2693384","mag":"2607059137"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2017.2693384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2017.2693384","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Transactions on Vehicular Technology","raw_type":"journal-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/A5076455133","display_name":"Guoru Ding","orcid":"https://orcid.org/0000-0003-1780-2547"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoru Ding","raw_affiliation_strings":["College of Communications Engineering, PLA University of Science and Technology, Nanjing, China","National Mobile Communications Research Laboratory, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]},{"raw_affiliation_string":"National Mobile Communications Research Laboratory, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059190563","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0003-0965-9058"},"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":"Fan Wu","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100785098","display_name":"Qihui Wu","orcid":"https://orcid.org/0000-0002-9521-5084"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihui Wu","raw_affiliation_strings":["Department of Electronics and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050393292","display_name":"Shaojie Tang","orcid":"https://orcid.org/0000-0001-9261-5210"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaojie Tang","raw_affiliation_strings":["Department of Information Systems, University of Texas at Dallas, Richardson, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Texas at Dallas, Richardson, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103034034","display_name":"Fei Song","orcid":"https://orcid.org/0000-0003-4161-874X"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Song","raw_affiliation_strings":["College of Communications Engineering, PLA University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074022699","display_name":"Athanasios V. Vasilakos","orcid":"https://orcid.org/0000-0003-1902-9877"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Athanasios V. Vasilakos","raw_affiliation_strings":["Department of Computer Science, Electrical and Space Engineering, Lulea University of Technology, Lulea, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical and Space Engineering, Lulea University of Technology, Lulea, Sweden","institution_ids":["https://openalex.org/I190632392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020442416","display_name":"Theodoros A. Tsiftsis","orcid":"https://orcid.org/0000-0002-4856-3932"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Theodoros A. Tsiftsis","raw_affiliation_strings":["School of Engineering, Nazarbayev University, Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5076455133"],"corresponding_institution_ids":["https://openalex.org/I4210163363","https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":5.5944,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.9637258,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"66","issue":"9","first_page":"8022","last_page":"8036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998999834060669,"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9998999834060669,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.6670271158218384},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5856460332870483},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.5306628942489624},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5023078918457031},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.4669908881187439},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4330022931098938},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4321417808532715},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4269808828830719},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4030578136444092},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3887270390987396},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35344064235687256},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18577399849891663},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11687418818473816},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10640612244606018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670271158218384},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5856460332870483},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.5306628942489624},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5023078918457031},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.4669908881187439},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4330022931098938},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4321417808532715},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4269808828830719},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4030578136444092},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3887270390987396},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35344064235687256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18577399849891663},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11687418818473816},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10640612244606018},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2017.2693384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2017.2693384","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Transactions on Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2871462706","display_name":null,"funder_award_id":"61501510","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3406159266","display_name":null,"funder_award_id":"1501009A","funder_id":"https://openalex.org/F4320335471","funder_display_name":"Jiangsu Planned Projects for Postdoctoral Research Funds"},{"id":"https://openalex.org/G381434843","display_name":null,"funder_award_id":"61631020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4410762970","display_name":null,"funder_award_id":"BK20150717","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335471","display_name":"Jiangsu Planned Projects for Postdoctoral Research Funds","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W356062350","https://openalex.org/W1492459858","https://openalex.org/W1550574544","https://openalex.org/W1878059963","https://openalex.org/W1909632051","https://openalex.org/W1973764768","https://openalex.org/W1975900269","https://openalex.org/W1987615181","https://openalex.org/W1995959580","https://openalex.org/W2011537873","https://openalex.org/W2013431023","https://openalex.org/W2015115098","https://openalex.org/W2018021746","https://openalex.org/W2033736958","https://openalex.org/W2034651416","https://openalex.org/W2036887984","https://openalex.org/W2039897915","https://openalex.org/W2046526934","https://openalex.org/W2047071281","https://openalex.org/W2059869588","https://openalex.org/W2063978378","https://openalex.org/W2066546615","https://openalex.org/W2076566842","https://openalex.org/W2085773652","https://openalex.org/W2092431085","https://openalex.org/W2101178122","https://openalex.org/W2106005123","https://openalex.org/W2111136196","https://openalex.org/W2114371821","https://openalex.org/W2115772690","https://openalex.org/W2118550318","https://openalex.org/W2119811155","https://openalex.org/W2120464194","https://openalex.org/W2124428301","https://openalex.org/W2127821383","https://openalex.org/W2128010550","https://openalex.org/W2135046866","https://openalex.org/W2136302425","https://openalex.org/W2140738143","https://openalex.org/W2141682101","https://openalex.org/W2144112805","https://openalex.org/W2153015273","https://openalex.org/W2154853438","https://openalex.org/W2157578436","https://openalex.org/W2159767430","https://openalex.org/W2161317557","https://openalex.org/W2169061815","https://openalex.org/W2413835665","https://openalex.org/W2421011736","https://openalex.org/W2546245768","https://openalex.org/W2798056406","https://openalex.org/W2963292568","https://openalex.org/W3105988367","https://openalex.org/W3106293402","https://openalex.org/W6612102294","https://openalex.org/W6654353670","https://openalex.org/W6677946688","https://openalex.org/W6714373209"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W4288779861"],"abstract_inverted_index":{"A":[0],"range":[1,183],"of":[2,25,56,112,121,129,135,153,184,188],"emerging":[3],"applications,":[4],"from":[5,139],"adaptive":[6],"spectrum":[7,11,19,29,58,68,114,122,136,186,199],"sensing":[8],"to":[9,17,65,116,125,173,180],"proactive":[10],"mobility,":[12],"depend":[13],"on":[14,53,131],"the":[15,54,63,75,118,127,132,146,161],"ability":[16],"foresee":[18],"state":[20],"evolution.":[21],"Despite":[22],"a":[23,92,140,149,181],"number":[24],"studies":[26,38],"appearing":[27],"about":[28],"prediction,":[30],"fundamental":[31],"issues":[32],"still":[33],"remain":[34],"unresolved:":[35],"The":[36],"existing":[37],"do":[39],"not":[40,82],"explicitly":[41],"account":[42],"for":[43],"anomalies,":[44],"which":[45,61,80],"may":[46,81],"incur":[47],"serious":[48],"performance":[49],"degradation;":[50],"they":[51,73],"focus":[52],"design":[55],"batch":[57],"prediction":[59,200],"algorithms,":[60],"limit":[62],"scalability":[64],"analyze":[66,126],"massive":[67],"data":[69,77,110],"in":[70,84,104],"real":[71],"time;":[72],"assume":[74],"historical":[76],"are":[78],"complete,":[79],"hold":[83],"reality.":[85],"To":[86],"address":[87],"these":[88],"issues,":[89],"we":[90,144],"develop":[91,167],"Robust":[93],"Online":[94],"Spectrum":[95],"Prediction":[96],"(ROSP)":[97],"framework,":[98],"with":[99],"incomplete":[100],"and":[101,124,156,166],"corrupted":[102],"observations,":[103],"this":[105],"paper.":[106],"We":[107,177],"first":[108],"present":[109],"analytics":[111],"real-world":[113,185],"measurements":[115],"reveal":[117],"correlation":[119],"structures":[120],"evolution":[123],"impact":[128],"anomalies":[130],"rank":[133],"distribution":[134],"matrices.":[137],"Then,":[138],"spectral-temporal":[141],"2-D":[142],"perspective,":[143],"formulate":[145],"ROSP":[147,179,196],"as":[148],"joint":[150],"optimization":[151,171],"problem":[152],"matrix":[154],"completion":[155],"recovery":[157],"by":[158],"effectively":[159],"integrating":[160],"time":[162],"series":[163],"forecasting":[164],"techniques":[165],"an":[168],"alternating":[169],"direction":[170],"method":[172],"efficiently":[174],"solve":[175],"it.":[176],"apply":[178],"wide":[182],"matrices":[187],"popular":[189],"wireless":[190],"services.":[191],"Experiment":[192],"results":[193],"show":[194],"that":[195],"outperforms":[197],"state-of-the-art":[198],"schemes.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}