Adaptive Filtering Analysis and Design

Tareq Al-Naffouri

Adaptive filters have many applications in diverse areas like signal processing, communications and biomedical engineering. The success of their learning mechanism can be measured in terms of how fast they adapt to changes in the signal characteristics and how well they can learn given sufficient time. It is therefore typical to measure the performance of an adaptive filter in terms of both its transient performance and its steady-state performance.