{"id":"https://openalex.org/W4407951050","doi":"https://doi.org/10.1109/cdc56724.2024.10886833","title":"OIDM: An Observability-based Intelligent Distributed Edge Sensing Method for Industrial Cyber-Physical Systems","display_name":"OIDM: An Observability-based Intelligent Distributed Edge Sensing Method for Industrial Cyber-Physical Systems","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4407951050","doi":"https://doi.org/10.1109/cdc56724.2024.10886833"},"language":"en","primary_location":{"id":"doi:10.1109/cdc56724.2024.10886833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-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/A5013236807","display_name":"Shigeng Wang","orcid":"https://orcid.org/0009-0006-6878-9652"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shigeng Wang","raw_affiliation_strings":["Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023709785","display_name":"Tiankai Jin","orcid":"https://orcid.org/0009-0008-2759-3412"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiankai Jin","raw_affiliation_strings":["Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024303770","display_name":"Yehan Ma","orcid":"https://orcid.org/0000-0002-8595-1619"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yehan Ma","raw_affiliation_strings":["Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038267080","display_name":"Cailian Chen","orcid":"https://orcid.org/0000-0001-6533-8713"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cailian Chen","raw_affiliation_strings":["Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Key Laboratory of System Control and Information Processing, Ministry of Education of China,Department of Automation,Shanghai,China,200240","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013236807"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.2469,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84707875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2481","last_page":"2486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.6854000091552734,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.6854000091552734,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.6834999918937683,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10876","display_name":"Fault Detection and Control Systems","score":0.6801999807357788,"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/observability","display_name":"Observability","score":0.9339594841003418},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.9075539112091064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6577020287513733},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5679382681846619},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4395126402378082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21386513113975525},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09090685844421387}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.9339594841003418},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.9075539112091064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6577020287513733},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5679382681846619},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4395126402378082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21386513113975525},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09090685844421387},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc56724.2024.10886833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc56724.2024.10886833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 63rd Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1976854319","https://openalex.org/W1978944529","https://openalex.org/W2076936031","https://openalex.org/W2135989694","https://openalex.org/W2153344006","https://openalex.org/W2760509803","https://openalex.org/W2994803162","https://openalex.org/W2997764834","https://openalex.org/W3030409210","https://openalex.org/W3187525337","https://openalex.org/W4205992740","https://openalex.org/W4285166862","https://openalex.org/W4313165551","https://openalex.org/W4382936003","https://openalex.org/W4392175263"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2046459260","https://openalex.org/W2967463586","https://openalex.org/W2074679142","https://openalex.org/W2765830098","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275"],"abstract_inverted_index":{"Industrial":[0],"cyber-physical":[1],"systems":[2],"(ICPS)":[3],"integrate":[4],"physical":[5],"processes":[6],"with":[7],"computational":[8],"and":[9,46,93,110,125,167],"communication":[10],"technologies":[11],"in":[12,55,66,147,162],"industrial":[13,163],"settings.":[14],"With":[15],"the":[16,34,39,98,111,136,157],"support":[17],"of":[18,113,120,138,159],"edge":[19,78],"computing":[20],"technology,":[21],"it":[22],"is":[23,38,49,154],"feasible":[24],"to":[25,41,89,101,141,156],"schedule":[26],"large-scale":[27],"sensors":[28],"for":[29],"efficient":[30],"distributed":[31,77],"sensing.":[32],"In":[33],"sensing":[35,79,91],"process,":[36,166],"observability":[37,65,109,121,129,145],"key":[40],"obtaining":[42],"complete":[43],"system":[44],"states,":[45],"stochastic":[47,67,148],"scheduling":[48],"more":[50],"suitable":[51],"considering":[52],"uncertain":[53],"factors":[54],"wireless":[56],"communication.":[57],"However,":[58],"existing":[59],"works":[60],"have":[61],"limited":[62],"research":[63],"on":[64,97,128],"scheduling.":[68,149],"Targeting":[69],"this":[70],"issue,":[71],"we":[72,104],"propose":[73],"an":[74],"observability-based":[75],"intelligent":[76],"method":[80,153],"(OIDM).":[81],"Deep":[82],"reinforcement":[83],"learning":[84],"(DRL)":[85],"methods":[86],"are":[87,123,130],"adopted":[88],"optimize":[90],"accuracy":[92],"power":[94],"efficiency.":[95],"Based":[96],"system\u2019s":[99],"ability":[100],"achieve":[102,142],"observability,":[103],"establish":[105],"a":[106,143],"bridge":[107],"between":[108],"number":[112],"successful":[114],"sensor":[115],"transmissions.":[116],"Novel":[117],"linear":[118],"approximations":[119],"criteria":[122],"provided,":[124],"probabilistic":[126,144],"bounds":[127,134],"derived.":[131],"Furthermore,":[132],"these":[133],"guide":[135],"design":[137],"action":[139],"space":[140],"guarantee":[146],"Finally,":[150],"our":[151],"proposed":[152],"applied":[155],"estimation":[158],"slab":[160],"temperature":[161],"hot":[164],"rolling":[165],"simulation":[168],"results":[169],"validate":[170],"its":[171],"effectiveness.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
