Title :
On computational complexity in adaptive digital filters
Author :
Bellanger, Maurice G. ; Evci, C. Cengiz
Author_Institution :
T.R.T., Plessis-Robinson, France
Abstract :
The field of applications of adaptive digital filters is growing and, as for fixed coefficient filters, system designers and project engineers need simple means for computational complexity assessment. An attempt is made in the present paper to derive simplified expressions for coefficient and internal data wordlengths as a function of specified parameters. Only the gradient technique in direct and cascade forms is considered.
Keywords :
Adaptive filters; Computational complexity; Cutoff frequency; Design engineering; Digital filters; Finite impulse response filter; Frequency estimation; Mean square error methods; Signal to noise ratio; Tellurium;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '83.
DOI :
10.1109/ICASSP.1983.1172172
