An adaptive backpropagation cascade IIR filter

Autor: F.X.Y. Gao, William Martin Snelgrove
Rok vydání: 1992
Předmět:
Zdroj: IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing. 39:606-610
ISSN: 1057-7130
DOI: 10.1109/82.193314
Popis: Among the various linear infinite impulse response (IIR) structures for adaptive filters, cascade IIR filters are notable for easy stability monitoring and good sensitivity performance. However, their high cost for computing gradients is a problem. A novel technique of backpropagating the desired signal is proposed, and a cascade structure satisfying the requirements of this technique is developed, resulting in an efficient adaptive IIR filter. It is shown that the equation-error formulation is just a special case of this backpropagation idea. >
Databáze: OpenAIRE