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Distributed resilient consensus for heterogeneous fractional-order multi-agent systems against hybrid attacks
Yuhan Yang1, Daduan Zhao2, Jin You1
1School of Control Science and Engineering, Shandong University, Jinan, 250061, China.
ISA Transactions
|June 16, 2026
Summary
This study introduces a fractional-order control framework for heterogeneous multi-agent systems (MASs) facing hybrid cyber-attacks. It enhances consensus protocols and system stability against accumulated attack effects.
Area of Science:
- Control Theory
- Cyber-Physical Systems
- Networked Systems
Background:
- Consensus in multi-agent systems (MASs) is vulnerable to cyber-attacks targeting connectivity and information integrity.
- Fractional-order dynamics exacerbate attack effects due to their hereditary property, complicating stability analysis and protocol design.
- Heterogeneous MASs present unique challenges in achieving robust consensus under adversarial conditions.
Purpose of the Study:
- To investigate heterogeneous fractional-order MASs under hybrid attacks (Denial-of-Service and deception).
- To develop a fractional-order attack-resilient control framework ensuring leader-following consensus.
- To analyze the influence of fractional order on attack tolerance and system performance.
Main Methods:
- Design of a distributed resilient control protocol.
- Integration of fractional-order state observers and attack estimators.
- Derivation of sufficient conditions from a switching perspective, establishing an order-dependent attack tolerance condition.
Main Results:
- A fractional-order attack-resilient control framework was proposed and validated.
- Leader-following consensus with cooperative uniformly ultimately bounded (UUB) was achieved.
- An order-dependent attack tolerance condition was established, highlighting the impact of fractional order.
Conclusions:
- The proposed framework effectively ensures consensus in fractional-order MASs under hybrid attacks.
- The fractional order significantly influences the system's attack tolerance and overall performance.
- The study provides a robust approach for designing resilient control systems in complex networked environments.
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