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Secure consensus for PDEs-based multiagent systems under DoS attacks via boundary control approach.

Chuanhai Yang1, Qingshan Liu2

  • 1School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China.

ISA Transactions
|August 23, 2024
PubMed
Summary
This summary is machine-generated.

This study introduces buffer regions and observers to achieve secure consensus in partial differential equation-based multiagent systems facing denial-of-service attacks. The methods ensure reliable control even with unmeasurable states.

Keywords:
Boundary controlDoS attacksMultiagent systemsPartial differential equationsSecure consensus

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Area of Science:

  • Control Theory
  • Systems Engineering
  • Applied Mathematics

Background:

  • Multiagent systems (MASs) are crucial for distributed tasks but vulnerable to denial-of-service (DoS) attacks.
  • Partial differential equations (PDEs) model complex distributed systems, posing unique consensus challenges.
  • Existing consensus protocols often lack robustness against communication disruptions like DoS attacks.

Purpose of the Study:

  • To develop secure consensus strategies for leader-following MASs modeled by PDEs under DoS attacks.
  • To address challenges posed by communication channel paralysis and unmeasurable agent states.
  • To introduce novel boundary control methods for enhanced system resilience.

Main Methods:

  • Implementing buffer regions in communication channels to mitigate DoS attack effects.
  • Utilizing observers to estimate unmeasurable states of leader and follower agents.
  • Designing two boundary controllers: one using original boundary information, another using observed states.

Main Results:

  • Achieved secure leader-following consensus in PDE-based MASs despite DoS attacks.
  • Demonstrated the effectiveness of buffer regions in maintaining communication integrity.
  • Validated the proposed controllers' ability to handle both measurable and unmeasurable states.
  • This work represents the first use of buffers for PDE-based MASs under DoS attacks.

Conclusions:

  • The proposed boundary control methods effectively ensure secure consensus in MASs under DoS attacks.
  • The use of buffers and observers provides a robust solution for communication-constrained and state-unobservable systems.
  • Boundary control offers a cost-effective approach by potentially reducing actuator requirements.