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Feedback control systems are categorized in various ways based on their design, analysis, and signal types.
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Dynamic games for secure and resilient control system design.

Yunhan Huang1, Juntao Chen1, Linan Huang1

  • 1Department of Electrical and Computer Engineering, New York University, Brooklyn, NY 11201, USA.

National Science Review
|October 25, 2021
PubMed
Summary
This summary is machine-generated.

Game theory offers a unified approach to design secure and resilient cyber-physical-human control systems. This review explores dynamic games for modeling complex systems and enhancing performance against adversarial environments.

Keywords:
complex systemscyber-physical systemdynamic gamesresiliencerobustnesssecurity

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Area of Science:

  • Control Systems Engineering
  • Game Theory
  • Cyber-Physical-Human Systems

Background:

  • Modern control systems exhibit hierarchical cyber, physical, and human layers with complex interdependencies.
  • Addressing cross-layer security and resilience challenges requires an integrated design framework.

Purpose of the Study:

  • To present a multi-layer perspective on integrated control systems.
  • To introduce dynamic game variants for modeling control system layers.
  • To explore game-theoretic methods for enhancing system robustness, security, and resilience.

Main Methods:

  • Reviewing multi-layer perspectives of control systems.
  • Applying dynamic game theory to model strategic interactions across system layers.
  • Analyzing trade-offs between robustness, security, and resilience.

Main Results:

  • Game theory provides a bottom-up paradigm for understanding and designing cyber-physical-human control systems.
  • Dynamic games enable a holistic view for enhancing system performance in adversarial settings.
  • Identified three key research problems and future directions at the intersection of dynamic games and control systems.

Conclusions:

  • Dynamic game approaches are crucial for bridging research areas and contributing to modern control system design.
  • An integrated, game-theoretic framework is essential for tackling cross-layer security and resilience.
  • Emerging research areas highlight the growing importance of dynamic games in control systems.