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Event-Triggered Control for the Disturbance Decoupling Problem of Boolean Control Networks.
This study introduces event-triggered control to solve the disturbance decoupling problem (DDP) for Boolean control networks (BCNs). The approach uses algebraic forms of BCNs to design controllers, ensuring system stability and performance.
Area of Science:
- Control Theory
- Discrete Systems Analysis
- Networked Systems
Background:
- Boolean control networks (BCNs) are discrete dynamical systems widely used in modeling biological and engineered systems.
- The disturbance decoupling problem (DDP) is crucial for ensuring system robustness against external perturbations.
- Event-triggered control offers potential advantages in reducing communication and computation load compared to time-triggered control.
Purpose of the Study:
- To investigate the disturbance decoupling problem (DDP) in Boolean control networks (BCNs) using event-triggered control strategies.
- To develop a systematic method for designing event-triggered controllers that can solve the DDP for BCNs.
- To extend the proposed event-triggered control approach to address the DDP in Boolean partial control networks.
Main Methods:
- Utilizing the semi-tensor product of matrices to transform Boolean control networks into an algebraic framework.
- Designing event-triggered controllers based on the algebraic representation of BCNs to achieve disturbance decoupling.
- Applying the developed methodology to Boolean partial control networks.
Main Results:
- The paper successfully formulates the DDP for BCNs within an algebraic framework.
- Event-triggered controllers are designed to effectively solve the DDP for both standard and partial BCNs.
- The proposed methods are validated through two illustrative examples, demonstrating their practical effectiveness.
Conclusions:
- Event-triggered control provides an effective approach for solving the disturbance decoupling problem in Boolean control networks.
- The semi-tensor product method facilitates the algebraic analysis and controller design for BCNs.
- The study contributes to the advancement of robust control strategies for discrete-time systems.
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