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The idea is to compare the fitted values of the unrestricted nonparametric time-varying coefficient model and the restricted constant parameter model.
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For every S-sparse vector x, matrix Φ has the (S, δ S )-restricted isometry property (RIP), if left 1-{delta}_Sright){left 1-{delta}_Sright2le {leftVert varPhi xrightVert}^2le left(1+{leftVertright){leftvarPhirightVert}^2 (8)for the smallest constant δ S, which is called restricted isometry constant (RIC).
In particular, the minimum of all constants δ satisfying (8) is called as the restricted isometry constant (RIC) δ K. Given a noisy measurement vector y=A x K +e.
Restricted movement, constant exposure to a wire floor and lack of perches lead to serious bone and muscle weakness".
Restricted isometry constant.
Block restricted isometry constant.
Theorem 1.1 (Bound of restricted isometry constant).
Definition 1 (Restricted isometry constant) ([7, 16]).
Definition 1 (Restricted orthogonality constant [23]).
In the following, we firstly recall the definition of restricted isometry constant.
And, the infimum of all δ is the restricted isometry constant (RIC) δ s.
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