Search Results - arman+sargolzaei

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Reinforcement Learning-Based Cooperative Adaptive Cruise Control Under False Data Injection Attacks
Advantages: Maintains safe inter-vehicle distance even under cyberattacks and disturbances Uses reinforcement learning with Lyapunov-based control for stability Features a neural network-based estimator to estimate and mitigate FDI attacks in real time Validated through simulation and real-world experimental testing Summary: Connected and automated...
Published: 4/4/2025   |   Inventor(s): Arman Sargolzaei, Parisa Ansari Bonab
Keywords(s): Autonomous Vehicle
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity
An Automated False Data Injection Attack Generator for Testing and Verification of Networked Control Systems
Advantages: Automated security testing for networked control systems (NCSs), eliminating the need for manual attack scenario creation Reinforcement learning (RL)-based approach efficiently generates attack scenarios to identify vulnerabilities Proven stability using Lyapunov-based analysis, ensuring attack generation with convergence guarantees Adaptable...
Published: 4/4/2025   |   Inventor(s): Arman Sargolzaei, Farahnaz Javidi Niroumand
Keywords(s): Artificial Intelligence, Autonomous Vehicle, Cybersecurity
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Data/AI > Cybersecurity - Data/AI
Automatic Regenerative Braking System To Increase Energy Efficiency
­Advantages: Boosts energy recovery by 24% to 61%, improving vehicle efficiency under various driving conditions. Automatically adjusts braking for maximum energy capture using advanced smart controls Increases vehicle range by 37.8% in real-world driving conditions Summary: Energy-efficient transportation is critical due to environmental...
Published: 2/18/2025   |   Inventor(s): Hamed Faghihian, Arman Sargolzaei
Keywords(s): Automotive /Traffic Tech, Autonomous Vehicle, Energy Engineering, Green Technology
Category(s): Technology Classifications > Engineering > Autonomous Vehicle, Technology Classifications > Energy & Environment > Energy Engineering, Technology Classifications > Engineering > Electrical Engineering