Road excitation classification for semi-active suspension system with deep neural networks

Road excitation classification for semi-active suspension system based on system response

(2017) Yechen Qin et al.   JOURNAL OF VIBRATION AND CONTROL

Influence of Road Excitation and Steering Wheel Input on Vehicle System Dynamic Responses

(2017) Zhen-Feng Wang et al.   Applied Sciences-Basel

Adaptive neural network control for active suspension system with actuator saturation

(2016) Feng Zhao et al.   IET Control Theory and Applications

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

(2016) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Suspension system state estimation using adaptive Kalman filtering based on road classification

(2016) Zhenfeng Wang et al.   VEHICLE SYSTEM DYNAMICS

Estimation of road profile variability from measured vehicle responses

(2016) W. Fauriat et al.   VEHICLE SYSTEM DYNAMICS

Adaptive Road Profile Estimation in Semiactive Car Suspensions

(2015) Juan C. Tudon-Martinez et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Simultaneous Estimation of Road Profile and Tire Road Friction for Automotive Vehicle

(2015) J. J. Rath et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Adaptive Hybrid Control of Vehicle Semiactive Suspension Based on Road Profile Estimation

(2015) Yechen Qin et al.   SHOCK AND VIBRATION

Road roughness evaluation using in-pavement strain sensors

(2015) Zhiming Zhang et al.   Smart Materials and Structures

Reconstruction of road defects and road roughness classification using Artificial Neural Networks simulation and vehicle dynamic responses: Application to experimental data

(2014) H.M. Ngwangwa et al.   JOURNAL OF TERRAMECHANICS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Comparison of Machine Learning Methods for Evaluating Pavement Roughness Based on Vehicle Response

(2012) Philippe Nitsche et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Editors’ perspectives: road vehicle suspension design, dynamics, and control

(2010) Dongpu Cao et al.   VEHICLE SYSTEM DYNAMICS

The use of vehicle acceleration measurements to estimate road roughness

(2008) A. González et al.   VEHICLE SYSTEM DYNAMICS