Title :
Continuous-time controllers for stabilizing periodic orbits of hybrid systems: Application to an underactuated 3D bipedal robot
Author :
Akbari Hamed, Kaveh ; Buss, Brian G. ; Grizzle, Jessy W.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. Michigan, Ann Arbor, MI, USA
Abstract :
This paper presents a systematic approach to exponentially stabilize periodic orbits in nonlinear systems with impulse effects, a special class of hybrid systems. Stabilization is achieved with a time invariant continuous-time controller. The presented method assumes a parametrized family of continuous-time controllers has been designed so that (1) a periodic orbit is induced, and (2) the orbit itself is invariant under the choice of parameters in the controllers. By investigating the properties of the Poincaré return map, a sensitivity analysis is presented that translates the stabilization problem into a set of Bilinear Matrix Inequalities (BMIs). A BMI optimization problem is set up to select the parameters of the continuous-time controller to achieve exponential stability. We illustrate the power of the approach by finding new stabilizing solutions for periodic orbits of an underactuated 3D bipedal robot.
Keywords :
Poincare mapping; asymptotic stability; continuous time systems; control system synthesis; legged locomotion; matrix algebra; nonlinear control systems; optimisation; sensitivity analysis; BMI optimization problem; Poincare return map; bilinear matrix inequalities; continuous-time controller design; exponential stability; hybrid systems; impulse effects; nonlinear systems; periodic orbits; sensitivity analysis; time invariant continuous-time controller; underactuated 3D bipedal robot; Jacobian matrices; Manifolds; Optimization; Orbits; Robots; Sensitivity analysis; Vectors;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7039613