TY - GEN
T1 - A new fuzzy speed control strategy considering lateral vehicle dynamics
AU - Sezer, V.
AU - Ercan, Z.
AU - Heceoglu, H.
AU - Gokasan, M.
AU - Bogosyan, S.
PY - 2012
Y1 - 2012
N2 - This paper introduces a new speed control strategy for autonomous/semi- autonomous navigation of ground vehicles. Different from the previous studies, steering angle is considered in addition to speed error and integral of the speed error. Because of the highly nonlinear nature of vehicle model, fuzzy logic strategy is used for controller design. Vehicle modeling equations and used parameters are also illustrated in the paper. Simulations are carried out to verify and demonstrate the effectiveness of the new method over the classical one which does not consider the steering angle. Both of these two methods have similar performances when steering angle is relatively low. However, in a more aggressive steering scenario, classical approach fails and vehicle loses its yaw stability while our method still continues to track the speed with a stable yaw dynamics.
AB - This paper introduces a new speed control strategy for autonomous/semi- autonomous navigation of ground vehicles. Different from the previous studies, steering angle is considered in addition to speed error and integral of the speed error. Because of the highly nonlinear nature of vehicle model, fuzzy logic strategy is used for controller design. Vehicle modeling equations and used parameters are also illustrated in the paper. Simulations are carried out to verify and demonstrate the effectiveness of the new method over the classical one which does not consider the steering angle. Both of these two methods have similar performances when steering angle is relatively low. However, in a more aggressive steering scenario, classical approach fails and vehicle loses its yaw stability while our method still continues to track the speed with a stable yaw dynamics.
UR - http://www.scopus.com/inward/record.url?scp=84871193745&partnerID=8YFLogxK
U2 - 10.1109/ITSC.2012.6338796
DO - 10.1109/ITSC.2012.6338796
M3 - Conference contribution
AN - SCOPUS:84871193745
SN - 9781467330640
T3 - IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
SP - 19
EP - 24
BT - 2012 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012
T2 - 2012 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012
Y2 - 16 September 2012 through 19 September 2012
ER -