Closed Form Approach for Constrained Design of nth-Order IIR Digital Differentiator

This work presents a new design method for n th-order infinite impulse response (IIR) differentiators. First, the cost function of the IIR differentiator is derived in closed form without frequency sampling. Next, a new optimization scheme is proposed to minimize the cost function under the pole rad...

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Veröffentlicht in:Circuits, systems, and signal processing systems, and signal processing, 2023-06, Vol.42 (6), p.3385-3411
Hauptverfasser: Nakamoto, Masayoshi, Aikawa, Naoyuki
Format: Artikel
Sprache:eng
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Zusammenfassung:This work presents a new design method for n th-order infinite impulse response (IIR) differentiators. First, the cost function of the IIR differentiator is derived in closed form without frequency sampling. Next, a new optimization scheme is proposed to minimize the cost function under the pole radius constraint. Here, the magnitude and phase specifications are approximated simultaneously with a stability margin. Furthermore, discrete optimization for the IIR differentiator is presented for a specified word length constraint. The discrete optimization results in a stable IIR differentiator with finite word length coefficients owing to the stability margin. Finally, several design examples are demonstrated to evaluate the efficiency of the proposed method.
ISSN:0278-081X
1531-5878
DOI:10.1007/s00034-022-02264-4