{"id":"https://openalex.org/W2621237632","doi":"https://doi.org/10.3390/s17061279","title":"Resonance-Based Sparse Signal Decomposition and its Application in Mechanical Fault Diagnosis: A Review","display_name":"Resonance-Based Sparse Signal Decomposition and its Application in Mechanical Fault Diagnosis: A Review","publication_year":2017,"publication_date":"2017-06-03","ids":{"openalex":"https://openalex.org/W2621237632","doi":"https://doi.org/10.3390/s17061279","mag":"2621237632","pmid":"https://pubmed.ncbi.nlm.nih.gov/28587198"},"language":"en","primary_location":{"id":"doi:10.3390/s17061279","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17061279","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/s17061279","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101537764","display_name":"Wentao Huang","orcid":"https://orcid.org/0000-0001-6279-1133"},"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":"Wentao Huang","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, No. 92 Xidazhi Street, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, No. 92 Xidazhi Street, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694341","display_name":"Hongjian Sun","orcid":"https://orcid.org/0000-0001-8660-8081"},"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":"Hongjian Sun","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, No. 92 Xidazhi Street, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, No. 92 Xidazhi Street, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100398421","display_name":"Weijie Wang","orcid":"https://orcid.org/0000-0001-7697-431X"},"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":"Weijie Wang","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, No. 92 Xidazhi Street, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, No. 92 Xidazhi Street, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101537764"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.6537,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.89468612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"1279","last_page":"1279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/fault","display_name":"Fault (geology)","score":0.6708008050918579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47497624158859253},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36321091651916504}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6708008050918579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47497624158859253},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36321091651916504},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s17061279","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17061279","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:28587198","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28587198","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:98494f161a1f4946895198e292bded85","is_oa":true,"landing_page_url":"https://doaj.org/article/98494f161a1f4946895198e292bded85","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 17, Iss 6, p 1279 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4342749","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5492044","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/17/6/1279/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s17061279","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 17; Issue 6; Pages: 1279","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s17061279","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s17061279","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1289483114","display_name":null,"funder_award_id":"HIT.NSRIF.201638","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G676921240","display_name":null,"funder_award_id":"51175102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W94720317","https://openalex.org/W823188786","https://openalex.org/W1161031029","https://openalex.org/W1824250235","https://openalex.org/W1923535901","https://openalex.org/W1969529002","https://openalex.org/W1973176617","https://openalex.org/W1973548621","https://openalex.org/W1980545827","https://openalex.org/W1992137233","https://openalex.org/W1996802043","https://openalex.org/W1999066512","https://openalex.org/W2001238158","https://openalex.org/W2003945139","https://openalex.org/W2012295579","https://openalex.org/W2016074519","https://openalex.org/W2028119131","https://openalex.org/W2034673483","https://openalex.org/W2044037301","https://openalex.org/W2045255514","https://openalex.org/W2054444271","https://openalex.org/W2075018973","https://openalex.org/W2076904570","https://openalex.org/W2077242766","https://openalex.org/W2079777053","https://openalex.org/W2090853648","https://openalex.org/W2093099578","https://openalex.org/W2100705753","https://openalex.org/W2100857829","https://openalex.org/W2112797878","https://openalex.org/W2115211847","https://openalex.org/W2121651107","https://openalex.org/W2123031198","https://openalex.org/W2131065845","https://openalex.org/W2133528803","https://openalex.org/W2147091768","https://openalex.org/W2151164317","https://openalex.org/W2155441809","https://openalex.org/W2168858885","https://openalex.org/W2187647778","https://openalex.org/W2255495958","https://openalex.org/W2267738974","https://openalex.org/W2290373148","https://openalex.org/W2315577134","https://openalex.org/W2317162569","https://openalex.org/W2323602358","https://openalex.org/W2331736851","https://openalex.org/W2332423758","https://openalex.org/W2340307559","https://openalex.org/W2354630311","https://openalex.org/W2355657494","https://openalex.org/W2357011064","https://openalex.org/W2374016497","https://openalex.org/W2379475668","https://openalex.org/W2383985152","https://openalex.org/W2460920189","https://openalex.org/W2522025825","https://openalex.org/W2529233868","https://openalex.org/W2549265703","https://openalex.org/W2592268315","https://openalex.org/W2725155761","https://openalex.org/W2751470383","https://openalex.org/W3106359998","https://openalex.org/W6643761152","https://openalex.org/W6669572310","https://openalex.org/W6728229046","https://openalex.org/W7056878354"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Mechanical":[0],"equipment":[1],"is":[2],"the":[3,20,28,43,51,97],"heart":[4],"of":[5,19,33,45,53,103,130,140],"industry.":[6],"For":[7],"this":[8,169,189],"reason,":[9],"mechanical":[10,46,87,106,122,143,206],"fault":[11,25,47,88,107,123,144,207],"diagnosis":[12,145],"has":[13,74],"drawn":[14],"considerable":[15],"attention.":[16],"In":[17],"terms":[18],"rich":[21],"information":[22],"hidden":[23],"in":[24,42,105,119,142,173,203],"vibration":[26,34],"signals,":[27],"processing":[29,62],"and":[30,78,95,100,109,121,162,198,205],"analysis":[31],"techniques":[32],"signals":[35],"have":[36,82],"become":[37,75],"a":[38,58,112,127],"crucial":[39],"research":[40],"issue":[41],"field":[44],"diagnosis.":[48,89,124,208],"Based":[49],"on":[50,135],"theory":[52],"sparse":[54,65],"decomposition,":[55],"Selesnick":[56],"proposed":[57],"novel":[59],"nonlinear":[60],"signal":[61,66],"method:":[63],"resonance-based":[64],"decomposition":[67],"(RSSD).":[68],"Since":[69],"being":[70],"put":[71],"forward,":[72],"RSSD":[73,104,120,141,163,175,204],"widely":[76],"recognized,":[77],"many":[79],"RSSD-based":[80],"methods":[81],"been":[83],"developed":[84],"to":[85,93,110],"guide":[86],"This":[90],"paper":[91],"attempts":[92],"summarize":[94],"review":[96,190],"theoretical":[98,132],"developments":[99],"application":[101],"advances":[102],"diagnosis,":[108],"provide":[111,192],"more":[113],"comprehensive":[114],"reference":[115,195],"for":[116,196],"those":[117],"interested":[118,202],"Followed":[125],"by":[126],"brief":[128],"introduction":[129],"RSSD's":[131],"foundation,":[133],"based":[134],"different":[136],"optimization":[137],"directions,":[138],"applications":[139],"are":[146,177,201],"categorized":[147],"into":[148],"five":[149],"aspects:":[150],"original":[151],"RSSD,":[152,155,158,161],"parameter":[153],"optimized":[154,157,160],"subband":[156],"integrated":[159],"combined":[164],"with":[165],"other":[166],"methods.":[167],"On":[168],"basis,":[170],"outstanding":[171],"issues":[172],"current":[174],"study":[176],"also":[178],"pointed":[179],"out,":[180],"as":[181,183],"well":[182],"corresponding":[184],"instructional":[185],"solutions.":[186],"We":[187],"hope":[188],"will":[191],"an":[193],"insightful":[194],"researchers":[197],"readers":[199],"who":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}