Ho, Charlotte Yuk-Fan, Ling, Wing-Kuen, Dam, Hai Huyen et al and Yeo, Kok-Lay
(2011)
Minimax passband group delay nonlinear FIR filter design without imposing desired phase response.
In: 19th European Signal Processing Conference, August 29 - September 2 2011, Palau de Congressos de Catalunya.
Full content URL: http://www.eurasip.org/Proceedings/Eusipco/Eusipco...
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Item Type: | Conference or Workshop contribution (Lecture) |
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Item Status: | Live Archive |
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Abstract
In this paper, a nonlinear phase finite impulse response (FIR) filter is designed without imposing a desired phase response. The maximum passband group delay of the filter is minimized subject to a positivity constraint on the passband group delay response of the filter as well as a specification on the maximum absolute difference between the desired magnitude square response and the designed magnitude square response over both the passband and the stopband. This filter design problem is a nonsmooth functional ine-quality constrained optimization problem. To tackle this problem, first, the one norm functional inequality constraint of the optimization problem is approximated by a smooth function so that the nonsmooth functional inequality con-strained optimization problem is approximated as a noncon-vex functional inequality constrained optimization problem. Then, a modified filled function method is applied for find-ing the global minimum of the nonconvex optimization prob-lem. Computer numerical simulation results show that our designed nonlinear phase peak constrained FIR filter could achieve lower minimum passband group delay than those of existing designs.
Additional Information: | In this paper, a nonlinear phase finite impulse response (FIR) filter is designed without imposing a desired phase response. The maximum passband group delay of the filter is minimized subject to a positivity constraint on the passband group delay response of the filter as well as a specification on the maximum absolute difference between the desired magnitude square response and the designed magnitude square response over both the passband and the stopband. This filter design problem is a nonsmooth functional ine-quality constrained optimization problem. To tackle this problem, first, the one norm functional inequality constraint of the optimization problem is approximated by a smooth function so that the nonsmooth functional inequality con-strained optimization problem is approximated as a noncon-vex functional inequality constrained optimization problem. Then, a modified filled function method is applied for find-ing the global minimum of the nonconvex optimization prob-lem. Computer numerical simulation results show that our designed nonlinear phase peak constrained FIR filter could achieve lower minimum passband group delay than those of existing designs. |
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Keywords: | nonlinear phase FIR filter design, group delay, minimax |
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Subjects: | H Engineering > H610 Electronic Engineering |
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Divisions: | College of Science > School of Engineering |
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ID Code: | 4524 |
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Deposited On: | 05 Jun 2011 08:10 |
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