{"id":"https://openalex.org/W4403936900","doi":"https://doi.org/10.1109/tits.2024.3482106","title":"Generating HSR Bogie Vibration Signals via Pulse Voltage-Guided Conditional Diffusion Model","display_name":"Generating HSR Bogie Vibration Signals via Pulse Voltage-Guided Conditional Diffusion Model","publication_year":2024,"publication_date":"2024-10-31","ids":{"openalex":"https://openalex.org/W4403936900","doi":"https://doi.org/10.1109/tits.2024.3482106"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3482106","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3482106","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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":null,"display_name":"Xuan Liu","orcid":"https://orcid.org/0009-0006-7459-0156"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Liu","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0006-7459-0156","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729809","display_name":"Jinglong Chen","orcid":"https://orcid.org/0000-0002-9805-9849"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinglong Chen","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-9805-9849","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043832796","display_name":"Jingsong Xie","orcid":"https://orcid.org/0000-0001-7280-3556"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingsong Xie","raw_affiliation_strings":["School of Traffic and Transportation Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7280-3556","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091032805","display_name":"Yuanhong Chang","orcid":"https://orcid.org/0000-0003-4655-9400"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhong Chang","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-4655-9400","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5342,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88835192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"26","issue":"1","first_page":"116","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9571999907493591,"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"}},"topics":[{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9571999907493591,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bogie","display_name":"Bogie","score":0.9064284563064575},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6353689432144165},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.5468246340751648},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4909067749977112},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.463167279958725},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3446441888809204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3438863754272461},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3286415934562683},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3251599073410034},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.2849007844924927},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.25169438123703003}],"concepts":[{"id":"https://openalex.org/C123045823","wikidata":"https://www.wikidata.org/wiki/Q217421","display_name":"Bogie","level":2,"score":0.9064284563064575},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6353689432144165},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.5468246340751648},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4909067749977112},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.463167279958725},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3446441888809204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3438863754272461},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3286415934562683},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3251599073410034},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.2849007844924927},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.25169438123703003}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2024.3482106","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3482106","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.800000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G5870846608","display_name":null,"funder_award_id":"52275129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6372475711","display_name":null,"funder_award_id":"XZY022024089","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7647994915","display_name":null,"funder_award_id":"XZY022023062","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2296077894","https://openalex.org/W2404620877","https://openalex.org/W2480364715","https://openalex.org/W2945434604","https://openalex.org/W2983088808","https://openalex.org/W2997393839","https://openalex.org/W2998506103","https://openalex.org/W2998798568","https://openalex.org/W3092600489","https://openalex.org/W3094594436","https://openalex.org/W3138516171","https://openalex.org/W3174389117","https://openalex.org/W3174788865","https://openalex.org/W3199102655","https://openalex.org/W3213315512","https://openalex.org/W4200533191","https://openalex.org/W4200534047","https://openalex.org/W4284881463","https://openalex.org/W4285605725","https://openalex.org/W4295046711","https://openalex.org/W4312933868","https://openalex.org/W4313397280","https://openalex.org/W4323519303","https://openalex.org/W4364856178","https://openalex.org/W4375946210","https://openalex.org/W4375948050","https://openalex.org/W4382463826","https://openalex.org/W4385245566","https://openalex.org/W4390872325","https://openalex.org/W4390873054","https://openalex.org/W6631190155","https://openalex.org/W6679045638","https://openalex.org/W6679434410","https://openalex.org/W6779823529","https://openalex.org/W6786375611","https://openalex.org/W6791353385","https://openalex.org/W6795288823"],"related_works":["https://openalex.org/W4213040196","https://openalex.org/W2351761736","https://openalex.org/W3151688715","https://openalex.org/W2347531652","https://openalex.org/W2391741282","https://openalex.org/W2246097894","https://openalex.org/W2350910195","https://openalex.org/W2494742069","https://openalex.org/W4249854371","https://openalex.org/W2065353256"],"abstract_inverted_index":{"Generative":[0],"Adversarial":[1],"Networks":[2],"(GANs)":[3],"for":[4,67],"generating":[5],"realistic":[6],"data,":[7],"have":[8],"substantially":[9],"improved":[10],"fault":[11,38],"diagnosis":[12],"algorithms":[13],"in":[14,33,124,169],"various":[15],"Internet":[16],"of":[17,90,106,148],"Things":[18],"(IoT)":[19],"systems.":[20],"However,":[21],"challenges":[22],"such":[23],"as":[24],"training":[25,71],"instability":[26],"and":[27,73,141,164],"dynamical":[28],"inaccuracy":[29],"limit":[30],"their":[31],"utility":[32],"high-speed":[34],"rail":[35],"(HSR)":[36],"bogie":[37,144,172],"diagnosis.":[39],"To":[40,129],"address":[41],"these":[42],"challenges,":[43],"we":[44,133],"introduce":[45],"the":[46,88,96,110,131,160],"Pulse":[47],"Voltage-Guided":[48],"Conditional":[49,97],"Diffusion":[50,98],"Model":[51],"(VGCDM).":[52],"Unlike":[53],"traditional":[54],"implicit":[55],"GANs,":[56],"VGCDM":[57,77,154],"adopts":[58],"a":[59],"sequential":[60],"U-Net":[61],"architecture,":[62],"facilitating":[63],"multi-steps":[64],"denoising":[65],"diffusion":[66],"generation,":[68],"which":[69],"bolsters":[70],"stability":[72],"mitigate":[74],"convergence":[75],"issues.":[76],"also":[78],"incorporates":[79],"control":[80,107],"pulse":[81],"voltage":[82,93],"by":[83],"cross-attention":[84],"mechanism":[85],"to":[86,116],"ensure":[87],"alignment":[89],"vibration":[91,117,173],"with":[92,126],"signals,":[94],"enhancing":[95],"Model\u2019s":[99],"progressive":[100],"controlablity.":[101],"Consequently,":[102],"solely":[103],"straightforward":[104],"sampling":[105],"voltages,":[108],"ensuring":[109],"efficient":[111],"transformation":[112],"from":[113],"Gaussian":[114],"Noise":[115],"signals.":[118],"This":[119],"adaptability":[120],"remains":[121],"robust":[122],"even":[123],"scenarios":[125],"time-varying":[127],"speeds.":[128],"validate":[130],"effectiveness,":[132],"conducted":[134],"two":[135],"case":[136],"studies":[137],"using":[138],"SQ":[139],"dataset":[140],"high-simulation":[142],"HSR":[143,171],"dataset.":[145],"The":[146],"results":[147],"our":[149,178],"experiments":[150],"unequivocally":[151],"confirm":[152],"that":[153],"outperforms":[155],"other":[156],"generative":[157],"models,":[158],"achieving":[159],"best":[161],"RSME,":[162],"PSNR,":[163],"FSCS,":[165],"showing":[166],"its":[167],"superiority":[168],"conditional":[170],"signal":[174],"generation.":[175],"For":[176],"access,":[177],"code":[179],"is":[180],"available":[181],"at":[182],"<uri":[183],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[184],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/xuanliu2000/VGCDM</uri>.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}