Authors: Valentin G. Ivanov
Addresses: Department of Automobiles, Belarusian National Technical University, 65 Nesavisimosti - F.Skaryny Ave., 220 013 Minsk, Belarus
Abstract: The paper discusses fuzzy logic applications to solve the problems connected with determination of friction properties by tyre-road interaction. Identification of tyre friction coefficient is considered on the basis of fuzzy controllers using wheel slip and environmental parameters as well as the vehicle dynamic and kinematic characteristics. In addition, the paper briefly reviews the implementation of fuzzy neural networks for the matter in hand.
Keywords: active safety; fuzzy logic; intelligent control; neural networks; tyre-road interaction; friction coefficients; fuzzy control; wheel slip; vehicle dynamics; vehicle kinematics; automotive safety; automobile industry.
International Journal of Vehicle Autonomous Systems, 2005 Vol.3 No.2/3/4, pp.198 - 215
Available online: 25 Nov 2005 *Full-text access for editors Access for subscribers Purchase this article Comment on this article