@article{Leong2006BlindSE, title={Blind Sequential Extraction of Post-Nonlinearly Mixed Sources using Kalman Filtering}, author={Wai Yie Leong and Danilo P. Mandic}, journal={2006 IEEE Nonlinear Statistical Signal Processing Workshop}, year={2006}, pages={137-140} }

- Published 2006 in 2006 IEEE Nonlinear Statistical Signal Processing…

A novel approach which extends blind source separation (BSS) of one or group of sources to the case of post-nonlinear mixtures is proposed. This is achieved by an adaptive algorithm in which the cost function jointly estimates the kurtosis and a measure of nonlinearity. Next, Kalman filtering is applied to blindly extract the signal of interest. The analysis of the proposed approach is conducted for the case of smooth post-nonlinear mixing and simulations are provided to illustrate both the… CONTINUE READING