Complex Valued Nonlinear Adaptive Filters

Noncircularity, Widely Linear and Neural Models

af Danilo P. (Imperial College Mandic

The filtering of real world signals requires an adaptive mode of operation to deal with the statistically nonstationary nature of the data. Feedback and nonlinearity within filtering architectures are needed to cater for long time dependencies and possibly nonlinear signal generating mechanisms.