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 |
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Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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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. |
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ISSN: | 0278-081X 1531-5878 |
DOI: | 10.1007/s00034-022-02264-4 |