{"id":"https://openalex.org/W3136032909","doi":"https://doi.org/10.1109/access.2021.3067959","title":"Can Variations of Vehicle Driving Status Provide Accurate Predictors of Discomfort? A Study on the Actual Driving Test","display_name":"Can Variations of Vehicle Driving Status Provide Accurate Predictors of Discomfort? A Study on the Actual Driving Test","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3136032909","doi":"https://doi.org/10.1109/access.2021.3067959","mag":"3136032909"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3067959","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3067959","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09382991.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09382991.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064915177","display_name":"Jianjun Wang","orcid":"https://orcid.org/0000-0002-6548-2894"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Wang","raw_affiliation_strings":["Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-6548-2894","affiliations":[{"raw_affiliation_string":"Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210127216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076118529","display_name":"Jialin Fan","orcid":"https://orcid.org/0000-0003-4259-0590"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialin Fan","raw_affiliation_strings":["Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-4259-0590","affiliations":[{"raw_affiliation_string":"Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210127216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033354601","display_name":"Minghui Xie","orcid":"https://orcid.org/0000-0002-5083-9387"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Xie","raw_affiliation_strings":["Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-5083-9387","affiliations":[{"raw_affiliation_string":"Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210127216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101755279","display_name":"Lu Cai","orcid":"https://orcid.org/0000-0003-1160-8268"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Cai","raw_affiliation_strings":["Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-1160-8268","affiliations":[{"raw_affiliation_string":"Key Laboratory of Transport Industry of Management, Control and Cycle Repair Technology for Traffic Network Facilities in Ecological Security Barrier Area, School of Transportation Engineering, Chang&#x2019;an University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I4210127216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210127216"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4178,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63916247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"47024","last_page":"47032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12269","display_name":"Effects of Vibration on Health","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9786999821662903,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6978015899658203},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.6864297389984131},{"id":"https://openalex.org/keywords/motion-sickness","display_name":"Motion sickness","score":0.6488614678382874},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5775984525680542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5739613175392151},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5608627200126648},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5472636818885803},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.47391995787620544},{"id":"https://openalex.org/keywords/vehicle-dynamics","display_name":"Vehicle dynamics","score":0.4684063792228699},{"id":"https://openalex.org/keywords/angular-velocity","display_name":"Angular velocity","score":0.41720330715179443},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3004035949707031},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15098828077316284},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11852702498435974}],"concepts":[{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6978015899658203},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6864297389984131},{"id":"https://openalex.org/C2779336972","wikidata":"https://www.wikidata.org/wiki/Q309067","display_name":"Motion sickness","level":2,"score":0.6488614678382874},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5775984525680542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5739613175392151},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5608627200126648},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5472636818885803},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.47391995787620544},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.4684063792228699},{"id":"https://openalex.org/C5594486","wikidata":"https://www.wikidata.org/wiki/Q161635","display_name":"Angular velocity","level":2,"score":0.41720330715179443},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3004035949707031},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15098828077316284},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11852702498435974},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3067959","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3067959","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09382991.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:07098a33b4a7430eb71d31d0bccf7c94","is_oa":true,"landing_page_url":"https://doaj.org/article/07098a33b4a7430eb71d31d0bccf7c94","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":"IEEE Access, Vol 9, Pp 47024-47032 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3067959","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3067959","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09382991.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136032909.pdf","grobid_xml":"https://content.openalex.org/works/W3136032909.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W167958589","https://openalex.org/W647329393","https://openalex.org/W1964223766","https://openalex.org/W1969152264","https://openalex.org/W1989120506","https://openalex.org/W2013087551","https://openalex.org/W2057370940","https://openalex.org/W2061019360","https://openalex.org/W2065924873","https://openalex.org/W2120820846","https://openalex.org/W2141124232","https://openalex.org/W2154495601","https://openalex.org/W2319737990","https://openalex.org/W2338737509","https://openalex.org/W2554855868","https://openalex.org/W2951917809","https://openalex.org/W2956795905","https://openalex.org/W2962700124","https://openalex.org/W3005749450","https://openalex.org/W3015642872","https://openalex.org/W3017075781","https://openalex.org/W3086713419","https://openalex.org/W3090003532","https://openalex.org/W6606811353"],"related_works":["https://openalex.org/W2412580036","https://openalex.org/W3045779227","https://openalex.org/W2347647731","https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2799385722","https://openalex.org/W3028657884","https://openalex.org/W2087810954","https://openalex.org/W2132468368","https://openalex.org/W2145006118"],"abstract_inverted_index":{"The":[0,144,185],"ride":[1],"comfort":[2,31,149],"of":[3,65,79,85,102,114,120,133,142,165,187,203,210],"bus":[4,29],"passengers":[5,121],"is":[6,11,25,150,160],"a":[7,18,130],"critical":[8],"factor":[9],"that":[10,147],"recognized":[12],"to":[13,27,33,51,75,153,199],"attract":[14],"greater":[15],"ridership":[16],"towards":[17],"sustainable":[19],"public":[20],"transport":[21],"system.":[22],"However,":[23],"it":[24],"challenging":[26],"predict":[28],"passenger":[30],"due":[32],"the":[34,53,62,66,70,77,82,93,96,103,106,115,118,139,158,163,175,193,201,204],"complex":[35],"non-linear":[36],"interaction":[37],"among":[38],"various":[39],"factors.":[40],"In":[41],"an":[42],"application-based":[43],"study,":[44],"18":[45],"real":[46],"driving":[47,63,140,205],"tests":[48],"were":[49,90,108,125],"conducted":[50],"analyze":[52],"correlation":[54],"between":[55],"factors":[56],"induced":[57],"by":[58,92,174],"motion":[59,88,134,166],"sickness":[60,135,167],"and":[61,81,110,112,162,180,207],"status":[64,141],"vehicle.":[67],"We":[68],"used":[69],"user\u2019s":[71],"feedback":[72],"module":[73],"(UFM)":[74],"record":[76],"feelings":[78],"passengers,":[80],"six":[83],"degrees":[84],"freedom":[86],"(6-df)":[87],"parameters":[89],"obtained":[91],"accelerometer":[94],"in":[95,122],"micro":[97],"electro":[98],"mechanical":[99],"system":[100],"(MEMS)":[101],"smartphone.":[104],"Then,":[105],"data":[107],"discriminated":[109],"analyzed,":[111],"thresholds":[113],"variables":[116],"affecting":[117],"discomfort":[119],"different":[123],"conditions":[124],"obtained.":[126],"Finally,":[127],"we":[128],"established":[129],"prediction":[131],"model":[132],"duration":[136,164],"based":[137],"on":[138],"vehicles.":[143],"result":[145],"shows":[146],"passenger\u2019s":[148],"most":[151],"sensitive":[152],"vertical":[154],"acceleration":[155],"changes":[156],"when":[157],"vehicle":[159],"decelerated,":[161],"(DMS)":[168],"can":[169],"be":[170],"effectively":[171],"predicted":[172],"(79.8%)":[173],"vehicle\u2019s":[176],"lateral":[177],"acceleration,":[178],"roll,":[179],"pitch":[181],"angular":[182],"velocity":[183],"indicators.":[184],"findings":[186],"this":[188],"study":[189],"provide":[190],"insights":[191],"into":[192],"potential":[194],"theoretical":[195],"basis":[196],"for":[197],"policymakers":[198],"improve":[200],"adjustment":[202],"strategies":[206],"path":[208],"trajectory":[209],"city":[211],"buses.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
