Abstract:
This paper presents a systematic approach to exponentially stabilize periodic orbits in nonlinear systems with impulse effects, a special class of hybrid systems. Stabili...Show MoreMetadata
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.
Published in: 53rd IEEE Conference on Decision and Control
Date of Conference: 15-17 December 2014
Date Added to IEEE Xplore: 12 February 2015
ISBN Information:
Print ISSN: 0191-2216
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- IEEE Keywords
- Index Terms
- Hybrid System ,
- Periodic Orbits ,
- Continuous-time Control ,
- Bipedal Robot ,
- Underactuated Robots ,
- 3D Bipedal Robot ,
- Sensitivity Analysis ,
- Optimization Problem ,
- Control Parameters ,
- Nonlinear Systems ,
- Choice Of Parameters ,
- Parametrized ,
- Stability Problem ,
- Exponential Stability ,
- Degrees Of Freedom ,
- Control Variables ,
- Actuator ,
- Fixed Point ,
- Mechanical Systems ,
- Feedback Control ,
- Closed-loop System ,
- Jacobian Matrix ,
- Poincaré Map ,
- Invariance Condition ,
- Parameter Vector ,
- Walking Gait ,
- Hybrid Model ,
- Output Function ,
- Taylor Expansion ,
- Symmetric Matrix
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Hybrid System ,
- Periodic Orbits ,
- Continuous-time Control ,
- Bipedal Robot ,
- Underactuated Robots ,
- 3D Bipedal Robot ,
- Sensitivity Analysis ,
- Optimization Problem ,
- Control Parameters ,
- Nonlinear Systems ,
- Choice Of Parameters ,
- Parametrized ,
- Stability Problem ,
- Exponential Stability ,
- Degrees Of Freedom ,
- Control Variables ,
- Actuator ,
- Fixed Point ,
- Mechanical Systems ,
- Feedback Control ,
- Closed-loop System ,
- Jacobian Matrix ,
- Poincaré Map ,
- Invariance Condition ,
- Parameter Vector ,
- Walking Gait ,
- Hybrid Model ,
- Output Function ,
- Taylor Expansion ,
- Symmetric Matrix