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This paper presents a new approach to the identification of Wiener system consisted of an ARX subsystem followed by a static discontinuous piece-wise linear subsystem. We show this problem can be transformed into an ℒ0-norm optimization problem, which is intractable(NP hard). To overcome this difficulty, we consider ℒ1-norm convex relaxation inspired by compressed sensing. In the noise-free case,...
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