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Almost Sure Stability and Stabilization of Composite Switched Systems With Persistent Dwell Time Constraint
IEEE Transactions on Cybernetics
|September 12, 2024
Summary
This study introduces a new dual-switching mechanism for continuous-time composite switched systems (CSSs), enhancing exponential almost sure (EAS) stability. The novel approach ensures system stability under complex switching conditions, offering more general and less conservative results.
Area of Science:
- Control Systems Engineering
- Dynamical Systems Theory
- Stochastic Systems
Background:
- Composite switched systems (CSSs) present challenges in stability analysis due to complex switching behaviors.
- Ensuring exponential almost sure (EAS) stability is crucial for reliable system performance.
- Existing methods often lack generality or are overly conservative.
Purpose of the Study:
- To develop a novel dual-switching mechanism for achieving EAS stability and stabilization in CSSs.
- To establish sufficient conditions for EAS stability under a combined persistent dwell time (PDT) and Markov process switching.
- To provide a more general and less conservative stability analysis framework for CSSs.
Main Methods:
- Development of a dual-switching mechanism integrating persistent dwell time (PDT) and Markov processes.
- Establishment of interrelations between parameters under PDT constraints to manage switching frequency.
- Derivation of sufficient conditions for EAS stability and stabilization based on the designed switching strategy.
Main Results:
- Sufficient conditions for achieving exponential almost sure (EAS) stability and stabilization of CSSs are established.
- The proposed dual-switching mechanism ensures switching frequency remains within permissible limits under PDT constraints.
- The developed theoretical results are demonstrated to be more general and less conservative than previous works.
Conclusions:
- The novel dual-switching mechanism effectively guarantees EAS stability and stabilization for CSSs.
- The established conditions offer a less conservative and more broadly applicable approach to CSS stability analysis.
- The findings are validated through three illustrative examples, confirming the theoretical advancements.
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