{"id":"https://openalex.org/W2160607652","doi":"https://doi.org/10.1186/1687-1499-2013-269","title":"Statistical wavelet-based anomaly detection in big data with compressive sensing","display_name":"Statistical wavelet-based anomaly detection in big data with compressive sensing","publication_year":2013,"publication_date":"2013-11-17","ids":{"openalex":"https://openalex.org/W2160607652","doi":"https://doi.org/10.1186/1687-1499-2013-269","mag":"2160607652"},"language":"en","primary_location":{"id":"doi:10.1186/1687-1499-2013-269","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-1499-2013-269","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-269","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-269","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063163653","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-9032-4401"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Wang","raw_affiliation_strings":["College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102354584","display_name":"Dunqiang Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dunqiang Lu","raw_affiliation_strings":["College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036123085","display_name":"Xin Zhou","orcid":"https://orcid.org/0000-0003-1076-1033"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Zhou","raw_affiliation_strings":["College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034763948","display_name":"Baoju Zhang","orcid":"https://orcid.org/0000-0002-1435-7401"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoju Zhang","raw_affiliation_strings":["College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059367409","display_name":"Jiasong Mu","orcid":"https://orcid.org/0000-0003-3948-5773"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiasong Mu","raw_affiliation_strings":["College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, 300387, China","institution_ids":["https://openalex.org/I15062923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063163653"],"corresponding_institution_ids":["https://openalex.org/I15062923"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":7.9079,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97222933,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2013","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/anomaly-detection","display_name":"Anomaly detection","score":0.89234459400177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482883334159851},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5849471688270569},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5517126321792603},{"id":"https://openalex.org/keywords/uncompressed-video","display_name":"Uncompressed video","score":0.505190908908844},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5028895735740662},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45390594005584717},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4135907292366028},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39585423469543457},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3809586465358734},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08181649446487427}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.89234459400177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482883334159851},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5849471688270569},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5517126321792603},{"id":"https://openalex.org/C162478608","wikidata":"https://www.wikidata.org/wiki/Q4011369","display_name":"Uncompressed video","level":4,"score":0.505190908908844},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5028895735740662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45390594005584717},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4135907292366028},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39585423469543457},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3809586465358734},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08181649446487427},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/1687-1499-2013-269","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-1499-2013-269","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-269","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/1687-1499-2013-269","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-1499-2013-269","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-1499-2013-269","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5548950622","display_name":null,"funder_award_id":"61271411","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5854786607","display_name":null,"funder_award_id":"Tianjin","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311306","display_name":"University of Texas at Arlington","ror":"https://ror.org/019kgqr73"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2160607652.pdf","grobid_xml":"https://content.openalex.org/works/W2160607652.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W71084364","https://openalex.org/W1541490852","https://openalex.org/W1979088465","https://openalex.org/W1979106209","https://openalex.org/W1993941361","https://openalex.org/W1995955278","https://openalex.org/W2002169100","https://openalex.org/W2015468546","https://openalex.org/W2057191026","https://openalex.org/W2059967951","https://openalex.org/W2068576758","https://openalex.org/W2068835593","https://openalex.org/W2081402697","https://openalex.org/W2096355749","https://openalex.org/W2097962458","https://openalex.org/W2110117189","https://openalex.org/W2113687145","https://openalex.org/W2116490588","https://openalex.org/W2119667497","https://openalex.org/W2122160151","https://openalex.org/W2122646361","https://openalex.org/W2123967043","https://openalex.org/W2139151158","https://openalex.org/W2150246435","https://openalex.org/W2160822433","https://openalex.org/W2171036625","https://openalex.org/W2295240344","https://openalex.org/W2296616510","https://openalex.org/W2487893106","https://openalex.org/W2551344665","https://openalex.org/W4234238377","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,22,43,58,62,79,86,117],"in":[2,9,55],"big":[3,11,24],"data":[4,12,25],"is":[5],"a":[6,97,125],"key":[7],"problem":[8],"the":[10,18,30,36,56,89,114,122],"analytics":[13],"domain.":[14],"In":[15],"this":[16],"paper,":[17],"definitions":[19],"of":[20,38,41,124],"anomaly":[21,42,57,61,78,116],"and":[23,32,35,53,69,100,131],"were":[26,107],"presented.":[27],"Due":[28],"to":[29,87],"sampling":[31],"storage":[33],"burden":[34],"inadequacy":[37],"privacy":[39],"protection":[40],"based":[44,64,102],"on":[45,65,103],"uncompressed":[46,132],"data,":[47],"compressive":[48],"sensing":[49],"theory":[50,73],"was":[51,74,81],"introduced":[52],"used":[54,82],"algorithm.":[59],"The":[60,76,91,110],"criterion":[63],"wavelet":[66],"packet":[67],"transform":[68],"statistic":[70],"process":[71],"control":[72],"deduced.":[75],"proposed":[77,115],"technique":[80],"for":[83,93],"through-wall":[84],"human":[85,126],"demonstrate":[88],"effectiveness.":[90],"experiments":[92],"detecting":[94],"humans":[95],"behind":[96],"brick":[98],"wall":[99],"gypsum":[101],"ultra-wideband":[104],"radar":[105],"signal":[106],"carried":[108],"out.":[109],"results":[111],"showed":[112],"that":[113],"algorithm":[118],"could":[119],"effectively":[120],"detect":[121],"existence":[123],"being":[127],"through":[128],"compressed":[129],"signals":[130],"data.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}