Soft Sensor of Vehicle State Estimation Based on the Kernel Principal Component and Improved Neural Network

In the car control systems, it is hard to measure some key vehicle states directly and accurately when running on the road and the cost of the measurement is high as well. To address these problems, a vehicle state estimation method based on the kernel principal component analysis and the improved E...

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Bibliographic Details
Main Authors: Haorui Liu, Juan Yang, Heli Yang, Fengyan Yi
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Journal of Sensors
Online Access:http://dx.doi.org/10.1155/2016/9568785