Title :
A Switching Rollover Controller Coupled With Closed-Loop Adaptive Vehicle Parameter Identification
Author :
Akar, Mehmet ; Dere, Ali Dincer
Author_Institution :
Dept. of Electr. & Electron. Eng., Bogazici Univ., Istanbul, Turkey
Abstract :
This paper presents a real-time adaptive switching controller to mitigate rollover accidents without reducing the performance of the vehicle. The proposed controller relies on adaptive identification of vehicle lateral and vertical dynamics parameters, including the center-of-gravity height that has a major role in rollover. Least squares and Kalman filtering techniques are employed to propose two novel identification algorithms that are robust against speed variations, which can be further coupled effectively with a switching rollover controller while parameter identification is in progress. Extensive simulations are carried out to demonstrate the superior performance of the proposed method.
Keywords :
Kalman filters; adaptive control; closed loop systems; least mean squares methods; road vehicles; time-varying systems; vehicle dynamics; Kalman filtering techniques; center-of-gravity height; closed-loop adaptive vehicle parameter identification; least squares; real-time adaptive switching controller; rollover accidents; speed variations; switching rollover controller; vehicle lateral dynamics; vertical dynamics; Convergence; Kalman filters; Mathematical model; Switches; Vectors; Vehicles; Active safety systems; vehicle parameter identification; vehicle rollover prevention;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2014.2301721