Title :
A novel approach for diminishing and predicting the error dynamic range in finite wordlength FIR based architectures
Author :
Benkrid, Abdsamad ; Benkrid, Khaled ; Crookes, D.
Author_Institution :
Sch. of Comput. Sci., Queen´´s Univ., Belfast, UK
Abstract :
This paper analyses the effects of fixed-point arithmetic in FIR filter based architectures, based on the roundoff statistical noise model. A novel approach, which allows diminishing the error dynamic range and predicting its value according to the wordlength precision, is suggested. This permits the user to preset the fraction precision according to the sought architecture´s precision. The efficiency of this approach is demonstrated through the 2D DWT biorthogonal 9&7 transform.
Keywords :
FIR filters; discrete wavelet transforms; fixed point arithmetic; prediction theory; roundoff errors; 2D DWT biorthogonal 9&7 transform; FIR filter; architecture precision; error dynamic range diminishing; finite wordlength architectures; fixed-point arithmetic; fraction precision; prediction; roundoff statistical noise model; wordlength precision; Computer architecture; Computer errors; Digital signal processing; Dynamic range; Finite impulse response filter; Fixed-point arithmetic; Hardware; Quantization; Signal processing; White noise;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1202433