Title :
Dynamics and nonlinear adaptive control of an autonomous unicycle: theory and experiment
Author :
Vos, David W. ; von Flotow, Andreas H.
Author_Institution :
Dept. of Aero. & Astronaut., MIT, Cambridge, MA, USA
Abstract :
Equations of motion for an autonomous unicycle are given as derived using Kane´s formalism, and the unstable nonminimum-phase behavior of the linearized system is illustrated. Lateral and longitudinal dynamics nominally decouple for low yaw rates but couple nonlinearly for large yaw rates and yaw accelerations. Time scale separation is employed to reduce the model order for inner loop controller design, where an unusual LQG (linear quadratic Gaussian) structure is proposed. Strong dependence of the lateral dynamics on wheel speed necessitates continuous gain scheduling of the lateral controller. A significant nonlinearity exists due to dry friction in yaw between the wheel and floor. Bang-bang control is employed to overcome this. The proposed unicycle has been built and the implemented controller structures and test results are indicated in the paper
Keywords :
adaptive control; bang-bang control; control nonlinearities; mobile robots; nonlinear control systems; optimal control; Kane´s formalism; LQG; autonomous unicycle; bang-bang control; dynamics; gain scheduling; linear quadratic Gaussian; mobile robots; nonlinear adaptive control; nonlinearity; optimal control; time scale separation; Acceleration; Adaptive control; Bang-bang control; Couplings; Dynamic scheduling; Friction; Nonlinear dynamical systems; Nonlinear equations; Testing; Wheels;
Conference_Titel :
Decision and Control, 1990., Proceedings of the 29th IEEE Conference on
Conference_Location :
Honolulu, HI
DOI :
10.1109/CDC.1990.203573