1975IEEE Transactions on Circuits and SystemsRequires access

New recursive digital filter structures having very low sensitivity and roundoff noise

Ramesh K. Agarwal, C.S. Burrus

Open publisher page 153 citations

Abstract

For poles close to the unit circle and nearz = 1, the usual realizations of recursive or IIR digital filters are highly sensitive to the coefficient quantization and have large roundoff noise. As the sampling rate is increased the poles approachz = 1and the problems become more severe. For these situations several new digital filter structures are presented for which the above errors remain constant and generally insignificant as the sampling rate is increased. Results on sensitivity and the roundoff errors for these new structures are presented and compared with conventional realizations. Some numerical results are also presented showing order of magnitude improvements.

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What this paper is about

For poles close to the unit circle and nearz = 1, the usual realizations of recursive or IIR digital filters are highly sensitive to the coefficient quantization and have large roundoff noise. As the sampling rate is increased the poles approachz = 1and the problems become more severe. For these situations several new digital filter structures are presented for which the above errors remain constant and generally insignificant as the sampling rate is increased. Results on sensitivity and the roundoff errors for these new structures are presented and compared with conventional realizations. Some numerical results are also presented showing order of magnitude improvements.

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OpenAlex reports 153 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

For poles close to the unit circle and nearz = 1, the usual realizations of recursive or IIR digital filters are highly sensitive to the coefficient quantization and have large roundoff noise. As the sampling rate is increased the poles approachz = 1and the problems become more severe. For these situations several new digital filter structures are presented for which the above errors remain constant and generally insignificant as the sampling rate is increased. Results on sensitivity and the roundoff errors for these new structures are presented and compared with conventional realizations. Some numerical results are also presented showing order of magnitude improvements.

Key concepts: Digital filter, Quantization (signal processing), Algorithm, Infinite impulse response, Sensitivity (control systems), Mathematics, Noise (video), Sampling (signal processing)

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