A New Solution Concept and Family of Relaxations for Hybrid Dynamical Systems
2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC)(2018)
摘要
We introduce a holistic framework for the analysis, approximation and control of the trajectories of hybrid dynamical systems which display event-triggered discrete jumps in the continuous state. We begin by demonstrating how to explicitly represent the dynamics of this class of systems using a single piecewise-smooth vector field defined on a manifold, and then employ Filippov's solution concept to describe the trajectories of the system. The resulting hybrid Filippov solutions greatly simplify the mathematical description of hybrid executions, providing a unifying solution concept with which to work. Extending previous efforts to regularize piecewise-smooth vector fields, we then introduce a parameterized family of smooth control systems whose trajectories are used to approximate the hybrid Filippov solution numerically. The two solution concepts are shown to agree in the limit, under mild regularity conditions.
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关键词
relaxations,trajectory control,trajectory approximation,trajectory analysis,continuous state,single piecewise-smooth vector fields,Filippov solution concepts,hybrid Filippov solutions,smooth control systems,hybrid executions,event-triggered discrete jumps,holistic framework,hybrid dynamical systems
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