Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses

Infinite impulse response (IIR) digital filters with prescribed magnitude and phase responses have been used in many applications. To approximate the prescribed magnitude and phase responses, we propose a new approach to the design of general IIR filters by minimizing the maximum phase error subject...

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Main Authors: Lai, Xiaoping, Lin, Zhiping
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2013
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Online Access:https://hdl.handle.net/10356/99224
http://hdl.handle.net/10220/13519
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-992242020-03-07T13:57:27Z Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses Lai, Xiaoping Lin, Zhiping School of Electrical and Electronic Engineering DRNTU::Engineering::Computer science and engineering Infinite impulse response (IIR) digital filters with prescribed magnitude and phase responses have been used in many applications. To approximate the prescribed magnitude and phase responses, we propose a new approach to the design of general IIR filters by minimizing the maximum phase error subject to a prescribed or simultaneously minimized maximum magnitude error, where the phase error and magnitude error are controlled by two elliptic constraints respectively with major and minor axes along the desired frequency response. The sequential constrained least-squares method and Levy-Sanathanan-Koerner strategy are used to convert the nonconvex constraints into convex ones, resulting in a series of convex optimization subproblems. Design examples and comparisons with recent methods demonstrate the flexibility and effectiveness of the proposed methods. 2013-09-18T07:54:38Z 2019-12-06T20:04:51Z 2013-09-18T07:54:38Z 2019-12-06T20:04:51Z 2011 2011 Journal Article Lai, X., & Lin, Z. (2011). Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses. IEEE transactions on signal processing, 60(2), 980-986. 1053-587X https://hdl.handle.net/10356/99224 http://hdl.handle.net/10220/13519 10.1109/TSP.2011.2175389 en IEEE transactions on signal processing © 2011 IEEE
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering
spellingShingle DRNTU::Engineering::Computer science and engineering
Lai, Xiaoping
Lin, Zhiping
Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses
description Infinite impulse response (IIR) digital filters with prescribed magnitude and phase responses have been used in many applications. To approximate the prescribed magnitude and phase responses, we propose a new approach to the design of general IIR filters by minimizing the maximum phase error subject to a prescribed or simultaneously minimized maximum magnitude error, where the phase error and magnitude error are controlled by two elliptic constraints respectively with major and minor axes along the desired frequency response. The sequential constrained least-squares method and Levy-Sanathanan-Koerner strategy are used to convert the nonconvex constraints into convex ones, resulting in a series of convex optimization subproblems. Design examples and comparisons with recent methods demonstrate the flexibility and effectiveness of the proposed methods.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Lai, Xiaoping
Lin, Zhiping
format Article
author Lai, Xiaoping
Lin, Zhiping
author_sort Lai, Xiaoping
title Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses
title_short Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses
title_full Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses
title_fullStr Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses
title_full_unstemmed Minimax phase error design of IIR digital filters with prescribed magnitude and phase responses
title_sort minimax phase error design of iir digital filters with prescribed magnitude and phase responses
publishDate 2013
url https://hdl.handle.net/10356/99224
http://hdl.handle.net/10220/13519
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