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-...

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מידע ביבליוגרפי
הוצא לאור ב:	IEEE Signal processing letters 9, 2 (2002).
מחבר ראשי:	Bilcu, R.C
פורמט:	Article
שפה:	אנגלית
נושאים:	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.