Deep Learning with LPC and Wavelet Algorithms for Driving Fault Diagnosis.

Gong, Cihun-Siyong Alex; Su, Chih-Hui Simon; Liu, Yuan-En; Guu, De-Yu; Chen, Yu-Hua

Gong, Cihun-Siyong Alex; Su, Chih-Hui Simon; Liu, Yuan-En; Guu, De-Yu; Chen, Yu-Hua.

Afiliação

Gong CA; Department of Electrical Engineering, School of Electrical and Computer Engineering, College of Engineering, Chang Gung University, Taoyuan 33302, Taiwan.
Su CS; Portable Energy System Group, Green Technology Research Center, College of Engineering, Chang Gung University, Taoyuan 33302, Taiwan.
Liu YE; Department of Neurosurgery, Chang Gung Memorial Hospital, Linkou, Taoyuan 33302, Taiwan.
Guu DY; Department of Electrical Engineering, School of Electrical and Computer Engineering, College of Engineering, Chang Gung University, Taoyuan 33302, Taiwan.
Chen YH; Department of Electrical Engineering, School of Electrical and Computer Engineering, College of Engineering, Chang Gung University, Taoyuan 33302, Taiwan.

Sensors (Basel) ; 22(18)2022 Sep 19.

Article em En | MEDLINE | ID: mdl-36146421

Assuntos

Condução de Veículo; Aprendizado Profundo; Algoritmos; Redes Neurais de Computação; Análise de Ondaletas

Palavras-chave

convolutional neural network (CNN); deep neural network (DNN); linear predictive coefficient (LPC); long short-term memory (LSTM); machine learning (ML); vehicle early fault diagnosis; wavelet transform (WT)

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Condução de Veículo / Aprendizado Profundo Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Idioma: En Revista: Sensors (Basel) Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Taiwan

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