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Comparison between safety methods control barrier function vs. reachability analysis
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This report aims to compare two safety methods: control barrier function and Hamilton-Jacobi reachability analysis. We will consider the difference with a focus on the following aspects: generality of system dynamics, difficulty of construction and computation cost. A standard Dubins car model will be evaluated numerically to make the comparison more concrete.
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Cited by 1 Pith paper
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Control Barrier Function-Based Quadratic Programming for SafeOperation of Tethered UAVs
A CBF-QP safety filter is applied to a tethered UAV, but the safety proof misuses a first-order barrier function for a relative-degree-two constraint.
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