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Adaptive event-triggered control for almost sure stability for vehicle platooning under interference and stochastic
Zhicheng Li1, Hui Zhao2, Yang Wang1
1IoT Research Institute, Shenzhen Polytechnic, Shenzhen, People's Republic of China.
This study introduces an adaptive event-triggered strategy for vehicle platooning to ensure string stability against communication channel attacks. The developed controller effectively manages stochastic jamming and interference, enhancing safety and reducing system disruptions.
Area of Science:
- Control Systems Engineering
- Network Security
- Automotive Engineering
Background:
- Vehicle platooning is vulnerable to communication channel disruptions, including stochastic attacks like Denial of Service (DoS).
- Ensuring string stability and safety in platoons requires robust control strategies that adapt to varying interference levels.
Purpose of the Study:
- To design an adaptive event-triggered control strategy for vehicle platooning.
- To address stochastic attacks and interferences in communication channels.
- To achieve almost sure string stability while balancing safety and system interference.
Main Methods:
- Introduction of Bernoulli and Markovian distribution Denial of Service (DoS) models.
- Development of a stability criterion for almost sure string stability against jamming attacks.
- Design of an asymmetric event-triggered strategy framework to adapt to transmission environments and safety requirements.
Main Results:
- The proposed controller demonstrates effectiveness in maintaining vehicle platoon stability.
- The asymmetric event-triggered strategy successfully adapts to different safety requirements and interference levels.
- Simulations validate the controller's performance under Bernoulli and Markovian DoS models.
Conclusions:
- The presented adaptive event-triggered strategy and controller design are effective for vehicle platooning under stochastic attacks.
- The developed framework enhances robustness against communication channel interferences.
- The approach offers a balance between safety requirements and system interference reduction.
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