Search Results for author: Wenbin Wan

Found 4 papers, 0 papers with code

Backup Plan Constrained Model Predictive Control with Guaranteed Stability

no code implementations9 Jun 2023 Ran Tao, Hunmin Kim, Hyung-Jin Yoon, Wenbin Wan, Naira Hovakimyan, Lui Sha, Petros Voulgaris

To include this new safety concept in control problems, we formulate a feasibility maximization problem aiming to maximize the feasibility of the primary and alternative missions.

Autonomous Vehicles Computational Efficiency +1

Certified Robust Control under Adversarial Perturbations

no code implementations4 Feb 2023 Jinghan Yang, Hunmin Kim, Wenbin Wan, Naira Hovakimyan, Yevgeniy Vorobeychik

Autonomous systems increasingly rely on machine learning techniques to transform high-dimensional raw inputs into predictions that are then used for decision-making and control.

Decision Making

Constrained Attack-Resilient Estimation of Stochastic Cyber-Physical Systems

no code implementations25 Sep 2021 Wenbin Wan, Hunmin Kim, Naira Hovakimyan, Petros Voulgaris

In this paper, a constrained attack-resilient estimation algorithm (CARE) is developed for stochastic cyber-physical systems.

Backup Plan Constrained Model Predictive Control

no code implementations27 Mar 2021 Hunmin Kim, HyungJin Yoon, Wenbin Wan, Naira Hovakimyan, Lui Sha, Petros Voulgaris

To incorporate this new safety concept in control problems, we formulate a feasibility maximization problem that adopts additional (virtual) input horizons toward the alternative missions on top of the input horizon toward the primary mission.

Computational Efficiency Model Predictive Control

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