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eess.SY2026
Sampling-Based Safety Filter with Probabilistic Restrictiveness Guarantee
Junyoung Park, Hyeontae Sung, Heejin Ahn
Ensuring safety is a critical requirement for autonomous systems, yet providing formal guarantees for nominal controllers remains a significant challenge. In this paper, we propose…
eess.SY2021★ 15 cited
Safe Motion Planning against Multimodal Distributions based on a Scenario Approach
Heejin Ahn, Colin Chen, Ian M. Mitchell +1
We present the design of a motion planning algorithm that ensures safety for an autonomous vehicle. In particular, we consider a multimodal distribution over uncertainties; for exa…