A transform domain LMS adaptive filter with variable step-size.

We introduce a new transform domain (least mean square) LMS algorithm with variable step. The existing approaches use different time-variable step-sizes for each filter tap. The step-sizes are time-variable due to the power estimates of each transform coefficient. In our new approach, for each step-...

Täydet tiedot

Bibliografiset tiedot
Julkaisussa:	IEEE Signal processing letters 9, 2 (2002).
Päätekijä:	Bilcu, R.C
Aineistotyyppi:	Artikkeli
Kieli:	English
Aiheet:	DCT. Convergence speed. Different time-variable step-sizes. Discrete cosine transform. Filter coefficient. Filter tap. Global component. Least mean square algorithm. Local component. Output error. Power estimates. Power normalization. Transform coefficient. Transform domain LMS adaptive filter. Transform domain LMS algorithm. Variable step-size.