Title :
A narrowband IIR digital filter with low sensitivity and roundoff noise
Author :
Jackson, Leland B.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Rhode Island, Kingston, RI, USA
fDate :
6/1/2003 12:00:00 AM
Abstract :
An efficient infinite-impulse response (IIR) structure is produced via spectral transformation of an appropriate finite-impulse response (FIR) prototype design. The filter specifications are prewarped to a halfband design by an allpass relationship to produce the efficient FIR prototype. The allpass coefficient is chosen to be exactly realizable with a small number of multiplier bits. Hence, the only coefficient quantization required is for the original FIR coefficients, which are relatively insensitive. The roundoff noise for fixed-point implementations is also quite low compared with conventional IIR designs. Scaling for overflow can be avoided completely, or, to save multipliers, a simple scale factor can be employed.
Keywords :
IIR filters; noise; quantisation (signal); roundoff errors; sensitivity analysis; FIR filter; allpass coefficient; coefficient quantization; filter specifications; finite impulse response filter; fixed-point implementations; infinite-impulse response structure; multiplier bits; narrowband IIR digital filter; roundoff noise; sensitivity; spectral transformation; Algorithm design and analysis; Band pass filters; Cutoff frequency; Delay; Digital filters; Finite impulse response filter; IIR filters; Narrowband; Prototypes; Quantization;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.811658