Title :
Error feedback for floating-point cascade-form digital filters
Author :
Zeng, Bing ; Laakso, Timo ; Hartimo, Iiro ; Neuvo, Yrjö
Author_Institution :
Signal Proces. Lab., Tampere Univ. of Technol., Finland
Abstract :
The authors propose the use of error feedback for roundoff noise reduction in cascade-form recursive digital filters employing floating-point arithmetic. The floating-point error feedback has a similar mechanism to the fixed-point error feedback. However, the optimal error feedback solution (in the sense of minimum mean-square error) for the floating-point case is different from the corresponding fixed-point case. The formulated optimal feedback coefficients are shown to be independent of the section of ordering and zero-pole pairing, which does not hold in the fixed-point case. Finally, a suboptimal error feedback is proposed and shown to provide a constant output SNR (signal-to-noise ratio) independent of the specific characteristics of the filter except the filter´s order. Several examples are given to verify these results
Keywords :
digital arithmetic; digital filters; feedback; recursive functions; roundoff errors; constant output SNR; error feedback; floating-point cascade-form digital filters; minimum mean-square error; optimal feedback coefficients; recursive digital filters; roundoff noise reduction; signal-to-noise ratio; suboptimal error feedback; Computer errors; Digital filters; Dynamic range; Feedback; Fixed-point arithmetic; Floating-point arithmetic; Hardware; Limit-cycles; Noise reduction; Signal processing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-0003-3
DOI :
10.1109/ICASSP.1991.150759