Development of a Prediction Model for Tire Tread Pattern Noise Based on Convolutional Neural Network with RMSProp Algorithm

Author:

Yoon Youngsam,Lee Jaehun,Yum Kiho,Lee Sang Kwon,Hwang Sunguk

Publisher

SAE International

Reference21 articles.

1. Hanson, D.I., James, R.S., NeSmith, C. , “Tire/Pavement Noise Study,” NCAT Report 04-02, 2004.

2. Regulation No 117 of the Economic Commission for Europe of the United Nations (UNECE) , “Uniform Provisions Concerning the Approval of Tyres with Regard to Rolling Sound Emissions and/or to Adhesion on Wet Surfaces and/or to Rolling Resistance.”

3. Regulation No 51 of the Economic Commission for Europe of the United Nations (UNECE) , “Uniform Provisions Concerning the Approval of Motor Vehicles Having at Least Four Wheels with Regard to Their Sound Emissions.”

4. Tarassenko, L. , Guide to Neural Computing Applications (Butterworth-Heinemann, 1998), ISBN:9780340705896

5. Bishop, C.M. , Neural Networks for Pattern Recognition (London: Oxford University Press, 1995)

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