DocumentCode :
1763880
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
Volume :
15
Issue :
4
fYear :
2014
fDate :
Aug. 2014
Firstpage :
1579
Lastpage :
1585
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;
fLanguage :
English
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1524-9050
Type :
jour
DOI :
10.1109/TITS.2014.2301721
Filename :
6739136
Link To Document :
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