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Encryption-decryption-based distributed fault-tolerant consensus tracking control for multi-agent systems
Yiliu Liu1, Chun Liu1, Xiaofan Wang1
1School of Mechatronic Engineering and Automation, Shanghai University, Shanghai, 200444, China.
This study presents a fault-tolerant consensus tracking strategy for multi-agent systems (MASs) that ensures secure communication against eavesdropping and compensates for actuator faults using an encryption-decryption strategy (EDS). The method achieves reliable leader-following consensus (LFC) despite system disturbances.
Area of Science:
- Control Systems Engineering
- Networked Systems
- Cybersecurity
Background:
- Multi-agent systems (MASs) face challenges in achieving consensus tracking due to actuator faults and external eavesdropping threats.
- Existing fault-tolerant control strategies may not adequately address security concerns or communication constraints in discrete-time MASs.
Purpose of the Study:
- To develop a fault-tolerant consensus tracking (FCTC) protocol for discrete-time MASs that is robust against actuator faults and eavesdropping.
- To design a decentralized observer for estimating system states and actuator faults.
- To integrate an encryption-decryption strategy (EDS) for secure communication and fault compensation.
Main Methods:
- Modeling actuator faults using difference equations.
- Constructing decentralized observers for state and fault estimation.
- Developing a distributed active FCTC protocol incorporating encrypted state information and estimated faults via EDS.
- Deriving controller, observer, and dynamic encryption key criteria using compatible norms.
Main Results:
- The proposed FCTC protocol effectively compensates for bias and drift actuator faults.
- Secure communication is maintained, and communication congestion is alleviated.
- The strategy achieves leader-following consensus (LFC) in the presence of faults and eavesdropping.
- Simulation results validate the effectiveness of the encryption-decryption-based distributed FCTC strategy.
Conclusions:
- The developed distributed FCTC strategy enhances the resilience and security of discrete-time MASs.
- The integration of EDS with fault estimation provides a robust solution for secure consensus tracking.
- The findings contribute to the advancement of secure and reliable control for networked systems.
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