• A.S.M. Isira
  • R.A. Jali
  • M.M.M. Aminuddin
  • A.A. Basari


The aim of this study is to introduce a fuzzy logic controller for active steering control of a vehicle. A lot of unexpected events might occur on the road due to slippery road condition which can be considered as one of the major factors of accidents.  Hence, a nonlinear fuzzy logic observer based active steering controller is proposed that will overcome the disturbances such as wet and icy road conditions and crosswind. The controller has proved that it can stabilize the steering wheel and reduce the time for system to achieve the steady state condition. In the simulations, comparisons are made between the uncontrolled output, Sliding Mode Control (SMC), Sliding Mode Observer Based Controller (SMCO) and Linear Quadratic Regulator (LQR). It can be seen that Fuzzy controller performance is comparable to SMCO but much better when compared to LQR.


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A. S. M Isira, N. X. Yan, M. M. Ibrahim, S. Saat, A. M. Khafe and A. M. Darsono, “Sliding mode observer based controller for active steering control”, Journal of Telecommunication, Electronic and Computer Engineering, vol. 10, no. 2-7, pp. 43-48, 2018.

A N. Hamzah, M. K. Aripin, Y. M. Sam, H. Selamat, and M. F. Ismail, “Yaw stability improvement for four-wheel active steering vehicle using sliding mode control”, in 8th International Colloquium on Signal Processing and its Applications, Melaka, 2012, pp. 127–132.

Y. Jin, L. Liu, S. Ding, and W. X. Zheng, “Active front steering controller design for electric vehicle system by using disturbance observer method”, in 36th Chinese Control Conference, Dalian, China, 2017, pp. 9430–9435.

M. Mirzaei and H. Mirzaeinejad, “Fuzzy scheduled optimal control of integrated vehicle braking and steering systems,” IEEE/ASME Transactions on Mechatronics, vol. 22, no. 5, pp. 2369-2379, 2017.

L. Ramli, Y. M. Sam, Z. Mohamed, M. K. Aripin and M. F. Ismail, “Optimal composite nonlinear feedback with multi-objective genetic algorithm for active front steering system,” in 10th Asian Control Conference, Kota Kinabalu, 2015, pp. 1–6.

L. Tan, S. Yu, Y. Guo, and H. Chen, “Sliding-mode control of four wheel steering systems,” in IEEE International Conference on Mechatronics and Automation (ICMA), Tianjin, China, 2017, pp. 1250–1255.

N. M. Ghani, Y. M. Sam, and A. Ahmad, “Active steering for vehicle system using sliding mode control”, in 4th Student Conference on Research and Development, Shah Alam, 2006, pp. 256–261.

Y. M. Sam, M. R. H. A. Ghani, and N. Ahmad, “LQR controller for active car suspension”, in TENCON Proceedings: Intelligent Systems and Technologies for the New Millennium, Kuala Lumpur, 2000, pp. 441–444.

H. Chen, L. Zhang, and B. Gao, “Active return control of EPS based on model reference fuzzy adaptive control,” in IEEE International Conference on Mechatronics, Beijing, China, 2011, pp. 194–199.

J. Ma, G. Liu, and J. Wang, “An AFS control based on fuzzy logic for vehicle yaw stability”, in International Conference on Computer Application and System Modeling, Taiyuan, China, 2010, pp. 503–506.

J. Ackermann and T. Bunte, “Yaw disturbance attenuation by robust decoupling of car steering,” Control Engineering Practice, vol. 5, no. 8, pp. 1131–1136, 1997.

S. N. Sivanandam, S. Sumathi, and S. N. Deepa, Introduction to Fuzzy Logic Using MATLAB Secaucus. New Jersey: Springer Verlag, 2006.

A. Marar, D. Ginoya, S. B. Phadke, and P. D. Shendge, “Robust yaw stability control based on disturbance observer using active front steering”, in International Conference on Industrial Instrumentation and Control, Pune, India, 2015, pp. 1367–1372.

M. K. Aripin, R. Ghazali, Y. M. Sam, K. Danapalasingam, and M. F. Ismail, “Uncertainty modelling and high performance robust controller for active front steering control”, in 10th Asian Control Conference, Kota Kinabalu, 2015, pp. 1–6.

C. Hu, R. Wang, F. Yan, and P. Chen, “Integral sliding mode yaw control for in-wheel-motor driven and differentially steered electric vehicles with mismatched disturbances”, in American Control Conference, Seattle, USA, 2017, pp. 1654–1659.

How to Cite
Isira, A., Jali, R., Aminuddin, M., & Basari, A. (1). FUZZY LOGIC CONTROLLER FOR ACTIVE STEERING CONTROL SYSTEM. Journal of Advanced Manufacturing Technology (JAMT), 13(2(1). Retrieved from https://jamt.utem.edu.my/jamt/article/view/5684