Decentralized Adaptive Secure Control of Uncertain Nonlinear Time-Varying Interconnected Systems Against Sensor and
IEEE Transactions on Cybernetics
|April 1, 2024
Summary
This study addresses decentralized adaptive secure control for cyber-physical systems (CPSs) facing deception attacks. A new control strategy ensures system stability and performance despite uncertainties and multiplicative attacks.
Area of Science:
- Cyber-Physical Systems Security
- Control Theory
- Networked Systems
Background:
- Cyber-physical systems (CPSs) are increasingly vulnerable to sophisticated deception attacks.
- Ensuring secure and stable control in interconnected nonlinear systems with uncertainties is challenging.
- Existing control strategies may not adequately address multiplicative attacks on sensor-actuator communication.
Purpose of the Study:
- To investigate the decentralized adaptive secure control problem for CPSs under multiplicative deception attacks.
- To develop a novel control strategy that guarantees system stability and performance.
- To analyze the system's robustness against time-varying parameters and external disturbances.
Main Methods:
- A decentralized adaptive backstepping secure control strategy is proposed.
- Nussbaum functions and flat-zone Lyapunov function analysis are utilized.
- The control design accounts for nonlinear interconnected strict-feedback system dynamics.
Main Results:
- All closed-loop signals are proven to be globally bounded.
- Each output signal converges to a small neighborhood of the origin.
- The proposed control scheme demonstrates effectiveness through simulation.
Conclusions:
- The developed decentralized adaptive secure control strategy effectively mitigates deception attacks in CPSs.
- The approach ensures system stability and performance in the presence of uncertainties and multiplicative attacks.
- Simulation results validate the robustness and efficacy of the proposed control scheme.
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