Presentation 2004/11/20
An improvement of a neural network for learning a slip angle of a Four-Wheel Steering Car
Jun MIYOSHI, Hirokazu YOKOI,
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Abstract(in English) In the cause of a traffic accident, the skid of vehicles is a big problem. The purpose of this research is raising the safety of the car itself. And the neural network's excellence in nonlinear nature is applied to control of a four-wheel steering vehicle. And it aims at controlling the skid of vehicles. This research's center unit and output unit use the volterra neuron, and input unit uses time delay unit. Because learning ability is low and learning does not work in a common neural network. Consequently, a neural network's capability improved and the study accuracy of the characteristic of a four- wheel steering vehicle improved.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Skid / Four-wheel steering / Neural network / Volterra neuron
Paper # NC2004-107
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Committee NC
Conference Date 2004/11/20(1days)
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Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An improvement of a neural network for learning a slip angle of a Four-Wheel Steering Car
Sub Title (in English)
Keyword(1) Skid
Keyword(2) Four-wheel steering
Keyword(3) Neural network
Keyword(4) Volterra neuron
1st Author's Name Jun MIYOSHI
1st Author's Affiliation Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering()
2nd Author's Name Hirokazu YOKOI
2nd Author's Affiliation Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering
Date 2004/11/20
Paper # NC2004-107
Volume (vol) vol.104
Number (no) 474
Page pp.pp.-
#Pages 4
Date of Issue