{"id":"https://openalex.org/W4312246798","doi":"https://doi.org/10.1109/tii.2022.3222358","title":"Edge Collaborative Compressed Sensing in Wireless Sensor Networks for Mechanical Vibration Monitoring","display_name":"Edge Collaborative Compressed Sensing in Wireless Sensor Networks for Mechanical Vibration Monitoring","publication_year":2022,"publication_date":"2022-11-15","ids":{"openalex":"https://openalex.org/W4312246798","doi":"https://doi.org/10.1109/tii.2022.3222358"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3222358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3222358","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5011724895","display_name":"Chunhua Zhao","orcid":"https://orcid.org/0000-0002-9966-1495"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhua Zhao","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9966-1495","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010206131","display_name":"Baoping Tang","orcid":"https://orcid.org/0000-0002-8286-8860"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoping Tang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8286-8860","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054255331","display_name":"Yi Huang","orcid":"https://orcid.org/0000-0002-7494-4771"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Huang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7494-4771","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043924119","display_name":"Lei Deng","orcid":"https://orcid.org/0000-0002-2395-6334"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Deng","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2395-6334","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, College of Mechanical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0312,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.86845955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"19","issue":"8","first_page":"8852","last_page":"8864"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9984999895095825,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7900213599205017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6847093105316162},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6810644268989563},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5754044055938721},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4924989640712738},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4652451276779175},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4627983272075653},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.46235427260398865},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.44689637422561646},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.4166443645954132},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4152663052082062},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20756804943084717},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2031807005405426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17783498764038086},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13313183188438416},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09160289168357849}],"concepts":[{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7900213599205017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847093105316162},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6810644268989563},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5754044055938721},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4924989640712738},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4652451276779175},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4627983272075653},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.46235427260398865},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.44689637422561646},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.4166443645954132},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4152663052082062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20756804943084717},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2031807005405426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17783498764038086},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13313183188438416},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09160289168357849},{"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3222358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3222358","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3908748182","display_name":null,"funder_award_id":"cstc2019jcyj-zdxmX0026","funder_id":"https://openalex.org/F4320321550","funder_display_name":"Chongqing Science and Technology Commission"},{"id":"https://openalex.org/G7807536231","display_name":null,"funder_award_id":"51675067","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/F4320321550","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1946620893","https://openalex.org/W1966801132","https://openalex.org/W1984516393","https://openalex.org/W2015606516","https://openalex.org/W2038194220","https://openalex.org/W2119058682","https://openalex.org/W2321915572","https://openalex.org/W2501044044","https://openalex.org/W2580500928","https://openalex.org/W2586823374","https://openalex.org/W2780630474","https://openalex.org/W2803208241","https://openalex.org/W2912538417","https://openalex.org/W2914447147","https://openalex.org/W2915771847","https://openalex.org/W2946094116","https://openalex.org/W2965283849","https://openalex.org/W2966229310","https://openalex.org/W2983997314","https://openalex.org/W2988569866","https://openalex.org/W2994645496","https://openalex.org/W2999596680","https://openalex.org/W3000248507","https://openalex.org/W3095653363","https://openalex.org/W3108891445","https://openalex.org/W3111404062","https://openalex.org/W3115184162","https://openalex.org/W3119514399","https://openalex.org/W3120595564","https://openalex.org/W3122823243","https://openalex.org/W3128016615","https://openalex.org/W3144416127","https://openalex.org/W3149749826","https://openalex.org/W3170049569","https://openalex.org/W4205422544","https://openalex.org/W4285136924","https://openalex.org/W4292363360","https://openalex.org/W4307156964","https://openalex.org/W6766434327"],"related_works":["https://openalex.org/W2158224665","https://openalex.org/W2379589510","https://openalex.org/W2810730439","https://openalex.org/W4300044672","https://openalex.org/W1881631164","https://openalex.org/W2358292267","https://openalex.org/W2378166785","https://openalex.org/W1964277756","https://openalex.org/W2465351041","https://openalex.org/W1976264255"],"abstract_inverted_index":{"This":[0,79,176],"article":[1],"proposes":[2],"a":[3,49,95,123,178],"novel":[4],"edge":[5,45],"collaborative":[6],"compressed":[7,42],"sensing":[8,43],"for":[9,37,108,181],"mechanical":[10,96],"vibration":[11,30],"monitoring":[12],"(MVM)":[13],"to":[14,51,121,130],"address":[15],"the":[16,54,59,68,74,81,88,91,103,109,135,144,149,163,168],"severe":[17],"shortage":[18],"of":[19,87,94,112,139],"storage":[20],"and":[21,24,44,64,76,84,170],"computational":[22],"resources":[23],"long":[25],"delay":[26],"in":[27,32,73,134],"transmitting":[28],"massive":[29],"data":[31,132,151],"wireless":[33],"sensor":[34],"networks":[35],"(WSN)":[36],"MVM.":[38],"It":[39],"first":[40],"combines":[41],"computing":[46,85],"(EC)":[47],"into":[48],"WSN":[50],"effectively":[52],"solve":[53],"above-mentioned":[55],"problems.":[56],"Based":[57],"on":[58,116],"self-developed":[60],"acquisition":[61,82,169],"node":[62,66],"(AN)":[63],"EC":[65],"(ECN),":[67],"proposed":[69,120,145],"approach":[70],"is":[71,99,119],"implemented":[72],"AN":[75],"ECN,":[77],"respectively.":[78],"enhances":[80],"efficiency":[83],"capacity":[86],"WSN.":[89],"Meanwhile,":[90],"sparse":[92],"pattern":[93],"fault":[97,158],"signal":[98],"analyzed.":[100],"In":[101],"addition,":[102],"adaptive":[104],"parameter":[105],"adjustment":[106],"mechanism":[107],"alternating":[110],"direction":[111],"multiplier":[113],"method":[114,146],"based":[115],"Anderson":[117],"acceleration":[118],"generate":[122],"convex":[124],"optimization":[125],"algorithm":[126],"with":[127,162],"fast":[128],"convergence":[129],"realize":[131],"reconstruction":[133],"ECN.":[136],"The":[137],"results":[138],"comprehensive":[140],"experiments":[141],"demonstrate":[142],"that":[143],"can":[147],"reduce":[148],"transmission":[150,171],"by":[152],"70%,":[153],"while":[154],"maintaining":[155],"high-precision":[156],"bearing":[157],"feature":[159],"detection,":[160],"compared":[161],"Shannon":[164],"sampling":[165],"theory.":[166],"Furthermore,":[167],"efficiencies":[172],"are":[173],"improved":[174],"significantly.":[175],"provides":[177],"potential":[179],"solution":[180],"practical":[182],"engineering":[183],"applications.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}