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Safe Set

Definition (Safe Set)

The safe set C\mathcal{C} is the Superlevel Set of a Smooth function h:DβŠ‚Rnβ†’Rh:D\subset\mathbb{R}^{n}\to \mathbb{R}, such that C={x∈DβŠ‚Rn:h(x)β‰₯0}βˆ‚C={x∈DβŠ‚Rn:h(x)=0}Int(C)={x∈DβŠ‚Rn:h(x)>0} \begin{align*}\\ \mathcal{C}&= \{ x\in D\subset\mathbb{R}^{n}:h(x)\ge 0 \}\\ \partial \mathcal{C}&= \{ x\in D\subset \mathbb{R}^{n}:h(x)=0 \}\\ \text{Int}(\mathcal{C})&= \{ x\in D\subset \mathbb{R}^{n}:h(x)>0 \} \end{align*}where βˆ€x∈Rn\forall x\in \mathbb{R}^{n} s.t. h(x)=0h(x)=0 we have that βˆ‚hβˆ‚x(x)=ΜΈ0.\frac{ \partial h }{ \partial x } (x)\not=0.

Definition (Safe)

The system xΛ™=fcl(x):=f(x)+g(x)k(x)\dot{x}=f_{\text{cl}(x)}:=f(x)+g(x)k(x)where k(x)=uk(x)=u is the feedback controller, is safe with respect to the set C\mathcal{C} if the set C\mathcal{C} is Forward Invariant.

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