Abstract: This paper focuses on the joint parameter and structure identification of the polynomial class multi-input single-output nonlinear autoregressive with exogenous inputs (MISO-NARX) models. A ...

Abstract: The L1 regularization based methods for sparse signal reconstruction is a topic of considerable interest recently,which is widely employed in basis pursuit denoising, compressed sensing and ...