Avoiding Slow Band-Edge Convergence in Subband Echo Cancelers.

Subband echo cancelers decompose the signals to be processed into frequency bands and then do echo cancelling on a per-band basis. Such structures have both computational and algorithmic advantages over conventional full-band structures. However, many implementations have been found to suffer from slow convergence at band edges, that is, at frequencies carried roughly equally by two adjacent subbands. A poorly conditions correlation matrix with eigenvalues approaching zero is generally cited as the culprit. One possible solution to the poor band-edge convergence problem is a scheme dubbed postfiltering by Morgan and De Leon. Under postfiltering the slowly converging eigenmodes continue to be excited, but their energy is removed from the final output. An alternative solution developed here makes the subband analysis filter for the reference signal slightly broader in spectrum than the analysis filter for the echo. With unequal analysis filtering it is possible to avoid exciting the bad eigenmodes in the first place.