Title :
Dual control theoretic driver assistance - Dynamic characteristics of steering torque control based on linear quadratic regulator
Author :
Saito, Yuya ; Itoh, M. ; Ingaki, Toshiyuki
Author_Institution :
Grad. Sch. of Syst. & Inf. Eng., Univ. of Tsukuba, Tsukuba, Japan
Abstract :
This paper proposes a driver assistance system with a dual control theoretic scheme, which tries to perform safety control of a vehicle as well as identification of the driver´s cognitive state simultaneously. The dual control theoretic driver assistance algorithm uses steering torque control based on a linear quadratic regulator (LQR). A controller and mathematical models for the vehicle and steering system were built, where the steering torque control was applied to switching feedback gains in the LQR controller. This paper discusses the dynamic characteristics for steering torque control under constraints on the state and manipulated variables.
Keywords :
behavioural sciences computing; cognition; computer vision; control engineering computing; driver information systems; linear quadratic control; mechanical engineering computing; road safety; steering systems; torque control; vehicle dynamics; LQR controller; adaptive automation; cognitive state identification; driver behavior monitoring; driver drowsiness detection; dual control theoretic driver assistance system; lane departure prevention; linear quadratic regulator; safety control; steering torque control dynamic characteristics; Mathematical model; Torque; Torque control; Vehicle dynamics; Vehicles; Wheels; Adaptive automation; Driver behavior monitoring; Dual control; Lane departure prevention; Proactive Safety;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974168