{"id":"https://openalex.org/W2557730853","doi":"https://doi.org/10.1109/isie.2016.7744868","title":"A data-driven KPI prediction method for vehicular cyber physical system","display_name":"A data-driven KPI prediction method for vehicular cyber physical system","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2557730853","doi":"https://doi.org/10.1109/isie.2016.7744868","mag":"2557730853"},"language":"en","primary_location":{"id":"doi:10.1109/isie.2016.7744868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2016.7744868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 25th International Symposium on Industrial Electronics (ISIE)","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/A5003410899","display_name":"Hongpeng Zhou","orcid":"https://orcid.org/0000-0002-3894-0116"},"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":"Hongpeng Zhou","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326797","display_name":"Ao Chen","orcid":"https://orcid.org/0009-0001-2387-0549"},"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":"Ao Chen","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083390109","display_name":"Chengming Yang","orcid":"https://orcid.org/0000-0003-3498-7352"},"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":"Chengming Yang","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082172194","display_name":"Jiapeng Yin","orcid":"https://orcid.org/0000-0003-2008-462X"},"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":"Jiapeng Yin","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100462716","display_name":"Han Yu","orcid":"https://orcid.org/0000-0002-6759-7775"},"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":"Han Yu","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003410899"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15474467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"72","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9972000122070312,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9972000122070312,"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/T12810","display_name":"Real-time simulation and control systems","score":0.9848999977111816,"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/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6904844641685486},{"id":"https://openalex.org/keywords/throttle","display_name":"Throttle","score":0.6846551895141602},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6735647916793823},{"id":"https://openalex.org/keywords/brake","display_name":"Brake","score":0.667413592338562},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6239854693412781},{"id":"https://openalex.org/keywords/collision","display_name":"Collision","score":0.5589594841003418},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5527726411819458},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5205715298652649},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5116158127784729},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.44117143750190735},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4167836606502533},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3863489329814911},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.33806008100509644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.252470999956131},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.23026174306869507},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1330726444721222}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904844641685486},{"id":"https://openalex.org/C72971556","wikidata":"https://www.wikidata.org/wiki/Q961356","display_name":"Throttle","level":2,"score":0.6846551895141602},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6735647916793823},{"id":"https://openalex.org/C2780999251","wikidata":"https://www.wikidata.org/wiki/Q17022503","display_name":"Brake","level":2,"score":0.667413592338562},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6239854693412781},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.5589594841003418},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5527726411819458},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5205715298652649},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5116158127784729},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.44117143750190735},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4167836606502533},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3863489329814911},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33806008100509644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.252470999956131},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.23026174306869507},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1330726444721222},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie.2016.7744868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie.2016.7744868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 25th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1985512226","https://openalex.org/W1992315955","https://openalex.org/W1999087316","https://openalex.org/W2000473149","https://openalex.org/W2004737039","https://openalex.org/W2029947697","https://openalex.org/W2052828853","https://openalex.org/W2055556996","https://openalex.org/W2077819894","https://openalex.org/W2083833249","https://openalex.org/W2087465673","https://openalex.org/W2094648665","https://openalex.org/W2120096422","https://openalex.org/W2138471404","https://openalex.org/W2142092019","https://openalex.org/W2154462399","https://openalex.org/W2169347809","https://openalex.org/W2322243561","https://openalex.org/W2343246112","https://openalex.org/W2360692305","https://openalex.org/W2372666532","https://openalex.org/W2394221530","https://openalex.org/W2397799732","https://openalex.org/W2411793894","https://openalex.org/W2413579316","https://openalex.org/W6650075574","https://openalex.org/W6683181193","https://openalex.org/W6708642982"],"related_works":["https://openalex.org/W2136030369","https://openalex.org/W771131945","https://openalex.org/W2744136451","https://openalex.org/W2354280933","https://openalex.org/W4319659279","https://openalex.org/W568928641","https://openalex.org/W4387011919","https://openalex.org/W2916305771","https://openalex.org/W2053136496","https://openalex.org/W88060338"],"abstract_inverted_index":{"In":[0,64,102],"driving":[1,62],"process,":[2],"providing":[3],"accurate":[4],"collision":[5],"warning":[6],"and":[7,50,78,96,116,175,181],"effective":[8,174],"advice":[9,183],"about":[10,118,135],"acceleration":[11],"or":[12,35,147],"deceleration":[13],"in":[14,61,99],"advance":[15],"is":[16,48,97,121,124,139,173],"beneficial":[17],"to":[18,40,104,141],"traffic":[19],"safety.":[20],"Furthermore,":[21],"it":[22,176],"will":[23,129],"reduce":[24],"the":[25,54,106,164,168],"probability":[26],"of":[27,57,71,145],"vehicle":[28,119,136],"collision.":[29],"Much":[30],"studies":[31],"based":[32],"on":[33],"model":[34],"infrastructure":[36],"have":[37],"been":[38],"proposed":[39,165],"solve":[41],"this":[42,65,157],"problem.":[43],"However,":[44],"their":[45],"prediction":[46,69,107,170,180],"accuracy":[47],"limited":[49],"few":[51],"work":[52],"utilize":[53],"large":[55],"amount":[56],"historical":[58],"data":[59,77,112],"acquired":[60],"process.":[63],"paper,":[66],"a":[67],"data-driven":[68],"method":[70,166],"key":[72],"performance":[73],"indicator":[74],"(KPI)-the":[75],"throttle":[76,146],"brake":[79],"data-is":[80],"proposed.":[81],"It":[82,128,172],"associates":[83],"Vehicular":[84],"cyber":[85],"physical":[86],"system":[87],"(VCPS)":[88],"with":[89,132,156],"kernel":[90],"partial":[91],"least":[92],"squares":[93],"(KPLS)":[94],"algorithm":[95],"implemented":[98],"Simulink":[100],"environment.":[101],"order":[103],"achieve":[105],"objective,":[108],"getting":[109],"adequate":[110],"real-time":[111],"(e.g.":[113],"velocity,":[114],"location":[115],"acceleration)":[117],"motion":[120],"necessary.":[122],"VCPS":[123],"an":[125],"integrated":[126],"system.":[127],"provide":[130,178],"us":[131],"comprehensive":[133],"information":[134],"motion.":[137],"KPLS":[138],"used":[140],"predict":[142],"optimal":[143],"input":[144],"brake.":[148],"The":[149,159],"other":[150],"three":[151],"fitting":[152],"algorithms":[153],"are":[154],"compared":[155],"method.":[158],"simulation":[160],"results":[161],"prove":[162],"that":[163],"receives":[167],"best":[169],"results.":[171],"could":[177],"precise":[179],"timely":[182],"for":[184],"driving.":[185]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
