On The Use Of Filter Banks In Adaptive Filtering

Two adaptive filter structures using filter banks are derived. The first structure, based on the transform domain adaptive algorithm, results in significant fast convergence rate at the cost of few more operations the second one is a frequency sampling adaptive filter in which the filter bank outputs are decimated by a factor such that the computational complexity is minimized. Computer simulations are included to illustrate the performances of the proposed structures.