{"id":"https://openalex.org/W3209708922","doi":"https://doi.org/10.1016/j.ymssp.2021.108531","title":"An improved complex multi-task Bayesian compressive sensing approach for compression and reconstruction of SHM data","display_name":"An improved complex multi-task Bayesian compressive sensing approach for compression and reconstruction of SHM data","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W3209708922","doi":"https://doi.org/10.1016/j.ymssp.2021.108531","mag":"3209708922"},"language":"en","primary_location":{"id":"doi:10.1016/j.ymssp.2021.108531","doi":"https://doi.org/10.1016/j.ymssp.2021.108531","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ymssp.2021.108531","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0888327021008736","source":{"id":"https://openalex.org/S128368299","display_name":"Mechanical Systems and Signal Processing","issn_l":"0888-3270","issn":["0888-3270","1096-1216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mechanical Systems and Signal Processing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.sciencedirect.com/science/article/pii/S0888327021008736","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017963617","display_name":"Hua\u2010Ping Wan","orcid":"https://orcid.org/0000-0001-6111-9441","observed_orcids":["https://orcid.org/0000-0001-6111-9441","https://orcid.org/0000-0002-6414-9897"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua-Ping Wan","raw_affiliation_strings":["College of Civil Engineering and Architecture, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089809569","display_name":"Guan-Sen Dong","orcid":"https://orcid.org/0000-0003-2092-3649","observed_orcids":["https://orcid.org/0000-0003-2092-3649"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guan-Sen Dong","raw_affiliation_strings":["College of Civil Engineering and Architecture, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102902487","display_name":"Yaozhi Luo","orcid":"https://orcid.org/0000-0001-5342-0904","observed_orcids":["https://orcid.org/0000-0001-5342-0904"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaozhi Luo","raw_affiliation_strings":["College of Civil Engineering and Architecture, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Civil Engineering and Architecture, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052802818","display_name":"Yi\u2010Qing Ni","orcid":"https://orcid.org/0000-0003-1527-7777","observed_orcids":["https://orcid.org/0000-0003-1527-7777"]},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yi-Qing Ni","raw_affiliation_strings":["Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102902487"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":4100,"currency":"USD","value_usd":4100},"apc_paid":null,"fwci":2.8202,"has_fulltext":true,"cited_by_count":62,"citation_normalized_percentile":{"value":0.92273701,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"167","issue":null,"first_page":"108531","last_page":"108531"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9247999787330627,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9247999787330627,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.06710000336170197,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.0008999999845400453,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"compressed sensing","score":0.828000009059906},{"id":"https://openalex.org/keywords/bayesian-compressive-sensing","display_name":"Bayesian compressive sensing","score":0.8130000233650208},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.8529999852180481},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"structural health monitoring","score":0.8410000205039978},{"id":"https://openalex.org/keywords/signal-reconstruction","display_name":"signal reconstruction","score":0.9259999990463257},{"id":"https://openalex.org/keywords/complex-valued-signals","display_name":"complex-valued signals","score":0.8790000081062317},{"id":"https://openalex.org/keywords/frequency-domain-sparsity","display_name":"frequency-domain sparsity","score":0.7670000195503235},{"id":"https://openalex.org/keywords/shaking-table-test","display_name":"shaking table test","score":0.925000011920929}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6476395726203918},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6049820780754089},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5638241171836853},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5374245047569275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5365289449691772},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4864318370819092},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.395694375038147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31709206104278564},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26459991931915283},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.23391905426979065},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1659374237060547},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.12347081303596497},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ymssp.2021.108531","doi":"https://doi.org/10.1016/j.ymssp.2021.108531","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ymssp.2021.108531","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0888327021008736","source":{"id":"https://openalex.org/S128368299","display_name":"Mechanical Systems and Signal Processing","issn_l":"0888-3270","issn":["0888-3270","1096-1216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mechanical Systems and Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/91614","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/91614","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"doi:10.1016/j.ymssp.2021.108531","doi":"https://doi.org/10.1016/j.ymssp.2021.108531","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ymssp.2021.108531","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0888327021008736","source":{"id":"https://openalex.org/S128368299","display_name":"Mechanical Systems and Signal Processing","issn_l":"0888-3270","issn":["0888-3270","1096-1216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mechanical Systems and Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1732836190","display_name":null,"funder_award_id":"51778568","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1914923954","display_name":null,"funder_award_id":"2020QNA4015","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5354781374","display_name":null,"funder_award_id":"51878235","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5591985551","display_name":null,"funder_award_id":"PolyU 152014/18E","funder_id":"https://openalex.org/F4320322598","funder_display_name":"Hong Kong Polytechnic University"},{"id":"https://openalex.org/G826984720","display_name":null,"funder_award_id":"2020XZZX005-04","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3209708922.pdf","grobid_xml":"https://content.openalex.org/works/W3209708922.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1633751774","https://openalex.org/W1928379838","https://openalex.org/W1971623470","https://openalex.org/W1978013917","https://openalex.org/W1991031161","https://openalex.org/W2034562813","https://openalex.org/W2050834445","https://openalex.org/W2051275493","https://openalex.org/W2071284784","https://openalex.org/W2087159626","https://openalex.org/W2091283228","https://openalex.org/W2094460095","https://openalex.org/W2097114344","https://openalex.org/W2101731775","https://openalex.org/W2107700797","https://openalex.org/W2108215333","https://openalex.org/W2112470921","https://openalex.org/W2119667497","https://openalex.org/W2122488068","https://openalex.org/W2127271355","https://openalex.org/W2135046866","https://openalex.org/W2135479785","https://openalex.org/W2145856765","https://openalex.org/W2159092888","https://openalex.org/W2164452299","https://openalex.org/W2171980229","https://openalex.org/W2296616510","https://openalex.org/W2335505399","https://openalex.org/W2413539881","https://openalex.org/W2501044044","https://openalex.org/W2581569536","https://openalex.org/W2588873690","https://openalex.org/W2604321178","https://openalex.org/W2742095539","https://openalex.org/W2809064761","https://openalex.org/W2885050412","https://openalex.org/W2888180323","https://openalex.org/W2889485154","https://openalex.org/W2952893411","https://openalex.org/W2982295260","https://openalex.org/W3011055781","https://openalex.org/W3012453308","https://openalex.org/W3101905745","https://openalex.org/W3115652015","https://openalex.org/W3129564219","https://openalex.org/W4250955649","https://openalex.org/W4252713891","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1928379838","https://openalex.org/W2092544540","https://openalex.org/W1970907297","https://openalex.org/W2107700797","https://openalex.org/W1866789337","https://openalex.org/W1845366605","https://openalex.org/W2025972173","https://openalex.org/W7172206677","https://openalex.org/W2069639404","https://openalex.org/W2604871666"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-11-08T00:00:00"}