{"id":"https://openalex.org/W2808696346","doi":"https://doi.org/10.3233/jifs-169551","title":"Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation","display_name":"Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation","publication_year":2018,"publication_date":"2018-06-11","ids":{"openalex":"https://openalex.org/W2808696346","doi":"https://doi.org/10.3233/jifs-169551","mag":"2808696346"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169551","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169551","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5065947603","display_name":"Jingyue Pang","orcid":"https://orcid.org/0000-0003-4149-1670"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyue Pang","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010356589","display_name":"Datong Liu","orcid":"https://orcid.org/0000-0001-9967-5427"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Datong Liu","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783074","display_name":"Yu Peng","orcid":"https://orcid.org/0000-0002-3315-5581"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Peng","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019735827","display_name":"Xiyuan Peng","orcid":"https://orcid.org/0000-0001-7424-1008"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiyuan Peng","raw_affiliation_strings":["Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Test and Control, Harbin Institute of Technology, Harbin, P.R. China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010356589"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.8257,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.72929789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"34","issue":"6","first_page":"3785","last_page":"3798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9710999727249146,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9434999823570251,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.8346683979034424},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7065589427947998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.671841561794281},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.611335039138794},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5973713994026184},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5553247928619385},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.457295298576355},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4339964687824249},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.42341169714927673},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36118364334106445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.325927734375},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18429434299468994},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16514846682548523},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10072505474090576},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09715881943702698}],"concepts":[{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.8346683979034424},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7065589427947998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.671841561794281},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.611335039138794},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5973713994026184},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5553247928619385},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.457295298576355},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4339964687824249},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.42341169714927673},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36118364334106445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.325927734375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18429434299468994},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16514846682548523},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10072505474090576},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09715881943702698},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169551","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169551","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1152304712","https://openalex.org/W1657819156","https://openalex.org/W1786923810","https://openalex.org/W2026150998","https://openalex.org/W2054932015","https://openalex.org/W2067288508","https://openalex.org/W2085942406","https://openalex.org/W2107633943","https://openalex.org/W2116354493","https://openalex.org/W2124553891","https://openalex.org/W2132991650","https://openalex.org/W2134922590","https://openalex.org/W2153233077","https://openalex.org/W2163336863","https://openalex.org/W2164274563","https://openalex.org/W2181387684","https://openalex.org/W2304300407","https://openalex.org/W2317520121","https://openalex.org/W2326928968","https://openalex.org/W2332093734","https://openalex.org/W2334546239","https://openalex.org/W2531036915","https://openalex.org/W2592442970","https://openalex.org/W2604757135","https://openalex.org/W2609067155","https://openalex.org/W2612303397","https://openalex.org/W2614486015","https://openalex.org/W2729150869","https://openalex.org/W3004804023"],"related_works":["https://openalex.org/W2070863773","https://openalex.org/W4212896802","https://openalex.org/W2503337970","https://openalex.org/W2056771637","https://openalex.org/W748047311","https://openalex.org/W2359918844","https://openalex.org/W4298110012","https://openalex.org/W2519661158","https://openalex.org/W4388599231","https://openalex.org/W2058226360"],"abstract_inverted_index":{"Telemetry":[0],"data,":[1],"sent":[2],"by":[3],"the":[4,7,20,64,74,88,123,133,142,148,156,161,166],"satellite,":[5],"is":[6,98],"only":[8],"basis":[9],"for":[10,33,40,49,100],"ground":[11],"staffs":[12],"to":[13,82,118,121,146],"monitor":[14],"on-board":[15],"equipment":[16],"status.":[17],"In":[18],"addition,":[19],"pattern":[21,54],"discovery":[22,55],"and":[23,37,61,70,80,92,107,163],"operating":[24],"state":[25],"identification":[26],"of":[27,56,67,165],"telemetry":[28,58,101,145,159],"data":[29,46,59,69,78,102,135],"are":[30,116,129],"very":[31],"essential":[32],"automatic":[34],"anomaly":[35],"detection":[36],"problem":[38],"diagnosis":[39],"satellites.":[41],"Clustering,":[42],"as":[43],"an":[44],"important":[45],"mining":[47,103],"method":[48],"time":[50,109,124],"series,":[51],"can":[52],"realize":[53,122],"satellite":[57,144,158],"automatically":[60],"intelligently,":[62],"whereas":[63],"large":[65],"amount":[66],"raw":[68,77],"pseudo-period":[71],"characteristic":[72],"make":[73],"clustering":[75,96,149],"on":[76,87,132,155],"inefficient":[79],"susceptible":[81],"noise":[83],"interference.":[84],"Thus,":[85],"based":[86],"prominent":[89],"shape":[90],"features":[91],"Time-Spatial":[93],"specialty,":[94],"a":[95,152],"framework":[97,120],"proposed":[99,167],"with":[104,141],"physical-based":[105],"segmentation":[106],"improved":[108],"series":[110,125],"representation.":[111],"Moreover,":[112],"different":[113],"distance":[114],"measures":[115],"introduced":[117],"this":[119],"clustering.":[126],"The":[127],"experiments":[128],"firstly":[130],"performed":[131],"public":[134],"sets":[136],"which":[137],"have":[138],"high":[139],"similarity":[140],"real":[143,157],"quantify":[147],"accuracy,":[150],"then":[151],"case":[153],"study":[154],"verifies":[160],"effectiveness":[162],"applicability":[164],"framework.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}