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March 3, 2026
Observer-based PID quasi-consensus control of stochastic multi-agent systems under multimodal false data injection attacks
SY
Su-Nan Yang
University of Science and Technology Liaoning
LG
Liang-Dong Guo
University of Science and Technology Liaoning
SH
Sheng-Juan Huang
Key Points
Quasi-consensus control is achieved under conditions of stochastic disturbances and attacks.
Performance metrics indicate a 20% improvement in system stability during false data injection scenarios.
Observer-based control techniques are implemented to secure the system against multimodal attacks.
The findings highlight the necessity for robust control frameworks amidst increasing data security threats.
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Observer-based PID quasi-consensus control of stochastic multi-agent systems under multimodal false data injection attacks | Synapse
Cite This Study
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Yang et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76098c6e9836116a2d819
https://doi.org/https://doi.org/10.1016/j.neucom.2026.132941