{"id":"https://openalex.org/W2559239804","doi":"https://doi.org/10.1109/wcsp.2016.7752600","title":"Multi-dimensional spectrum map construction: A tensor perspective","display_name":"Multi-dimensional spectrum map construction: A tensor perspective","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2559239804","doi":"https://doi.org/10.1109/wcsp.2016.7752600","mag":"2559239804"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp.2016.7752600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp.2016.7752600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th International Conference on Wireless Communications & Signal Processing (WCSP)","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/A5069784100","display_name":"Mengyun Tang","orcid":"https://orcid.org/0000-0003-1210-2779"},"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":"Mengyun Tang","raw_affiliation_strings":["College of Communications Engineering, PLA University of Science and Technology, Nanjing, China"],"raw_orcid":null,"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/A5076455133","display_name":"Guoru Ding","orcid":"https://orcid.org/0000-0003-1780-2547"},"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"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoru Ding","raw_affiliation_strings":["College of Communications Engineering, PLA University of Science and Technology, Nanjing, China","National Mobile Communications Lab, Southeast University, Nanjing, China"],"raw_orcid":null,"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 Lab, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059627050","display_name":"Zhen Xue","orcid":"https://orcid.org/0000-0002-2403-6986"},"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":"Zhen Xue","raw_affiliation_strings":["College of Communications Engineering, PLA University of Science and Technology, Nanjing, China"],"raw_orcid":null,"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/A5044207097","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0003-2663-053X"},"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":"Jing Zhang","raw_affiliation_strings":["College of Communications Engineering, PLA University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078159594","display_name":"Huaji Zhou","orcid":"https://orcid.org/0000-0001-7331-5589"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaji Zhou","raw_affiliation_strings":["National Mobile Communications Lab, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Mobile Communications Lab, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9818999767303467,"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":0.9790999889373779,"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/universal-software-radio-peripheral","display_name":"Universal Software Radio Peripheral","score":0.9626696109771729},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.7014045715332031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6849846839904785},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5497954487800598},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.5230913162231445},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4834509789943695},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4776438772678375},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.47556012868881226},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4515570104122162},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45054328441619873},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4309884011745453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3584616184234619},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3405207395553589},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3337758779525757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31097060441970825},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.24546563625335693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14924439787864685},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12251171469688416},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12030690908432007},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.0988926887512207}],"concepts":[{"id":"https://openalex.org/C192220659","wikidata":"https://www.wikidata.org/wiki/Q1245659","display_name":"Universal Software Radio Peripheral","level":3,"score":0.9626696109771729},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.7014045715332031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849846839904785},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5497954487800598},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.5230913162231445},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4834509789943695},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4776438772678375},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.47556012868881226},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4515570104122162},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45054328441619873},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4309884011745453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3584616184234619},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3405207395553589},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3337758779525757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31097060441970825},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.24546563625335693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14924439787864685},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12251171469688416},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12030690908432007},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0988926887512207},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp.2016.7752600","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp.2016.7752600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th International Conference on Wireless Communications & Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W640676175","https://openalex.org/W1814521481","https://openalex.org/W1964802316","https://openalex.org/W1966096622","https://openalex.org/W2011359124","https://openalex.org/W2012080288","https://openalex.org/W2062692432","https://openalex.org/W2079705627","https://openalex.org/W2091449379","https://openalex.org/W2095143852","https://openalex.org/W2120259577","https://openalex.org/W2147512299","https://openalex.org/W2160272733","https://openalex.org/W2160547390","https://openalex.org/W2168078104","https://openalex.org/W2171031315","https://openalex.org/W2342915358","https://openalex.org/W2403659767","https://openalex.org/W2414995726","https://openalex.org/W3099611313","https://openalex.org/W4301403801","https://openalex.org/W6670867464","https://openalex.org/W6716034718"],"related_works":["https://openalex.org/W2354005007","https://openalex.org/W2885293340","https://openalex.org/W4240981602","https://openalex.org/W3114506410","https://openalex.org/W3112393028","https://openalex.org/W12663189","https://openalex.org/W2163533140","https://openalex.org/W3213067907","https://openalex.org/W2614434684","https://openalex.org/W2562699669"],"abstract_inverted_index":{"Spectrum":[0],"data,":[1,81],"which":[2],"is":[3,131],"usually":[4],"characterized":[5],"by":[6],"many":[7],"dimensions,":[8],"such":[9],"as":[10],"location,":[11],"frequency,":[12],"time":[13],"and":[14,25,82],"signal":[15],"strength,":[16],"presents":[17],"formidable":[18],"challenges":[19],"in":[20,57],"terms":[21],"of":[22,31,74,90,124],"acquisition,":[23],"processing":[24,129,137],"visualization.":[26],"In":[27,65],"practice,":[28],"a":[29],"portion":[30],"spectrum":[32,59,75,115,127,135],"data":[33,60],"entries":[34],"may":[35],"be":[36],"unavailable":[37],"due":[38],"to":[39,77,94,112],"the":[40,43,47,50,54,72,79,86,96,122,125,133],"interference":[41],"during":[42,49],"acquisition":[44],"process":[45],"or":[46],"compression":[48],"sensing":[51],"process.":[52],"However,":[53],"completion":[55,92],"work":[56],"multi-dimensional":[58,80],"has":[61],"drawn":[62],"few":[63],"attention.":[64],"this":[66],"paper,":[67],"we":[68,84,100],"first":[69],"put":[70],"forward":[71],"concept":[73],"tensor":[76,91,116,128],"depict":[78],"then":[83],"invoke":[85],"recent":[87],"theocratical":[88],"advances":[89],"algorithms":[93],"retrieve":[95],"incomplete":[97],"measurements.":[98],"Moreover,":[99],"also":[101],"build":[102],"an":[103],"experimental":[104],"platform":[105],"using":[106],"Universal":[107],"Software":[108],"Radio":[109],"Peripheral":[110],"(USRP)":[111],"collect":[113],"real-world":[114],"data.":[117],"Experimental":[118],"results":[119],"demonstrate":[120],"that":[121],"effectiveness":[123],"proposed":[126],"scheme":[130],"over":[132],"state-of-the-art":[134],"matrix":[136],"scheme.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}