TY  - JOUR
PY  - 2006//
TI  - Study on the Calculation of Wheel Acceleration and Deceleration in Anti-Lock Braking System Based on FIR Filter
JO  - Journal of Wuhan University of Technology (Transportation Science and Engineering)
A1  - Liu, G.
A1  - Zhang, Qinglin
A1  - Wang, Yanfu
SP  - 902
EP  - 904
VL  - 30
IS  - 5
N2  - Anti-lock Braking System (ABS) is considered as an effective safety device because of its capability to help a driver to maintain vehicle stability and steering ability during panic braking even on a slippery surface. Obtaining an accurate wheel acceleration and deceleration is a prerequisite for normal Anti-lock Braking system no matter what control logic is used to realize the anti-locking function. By analyzing the properties of the output signal of the electromagnetism induction sensor, which is used to measure wheel speed in vehicle anti-lock braking system, the feasibilities of applying the following methods, Euler approximation, Filtered derivative and Kalman filtering, have been analyzed. On the basis of considering algorithm performances such as noise reduction, control delay, accuracy of the estimate and its reliability and the computational load, a new estimation technology based on FIR filter which is optimal in the sense of minimizing the error variance while maximizing the accuracy of estimates has been proposed. Its filter coefficients and length are got. The effectiveness of this proposed technique is verified in simulation and by experiments.<p />
LA  - 
SN  - 1006-2823
UR  - http://dx.doi.org/
ID  - ref1
ER  -