Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/91421
Title: Design of linear phase FIR filters in subexpression space using mixed integer linear programming
Authors: Yu, Ya Jun
Lim, Yong Ching
Keywords: DRNTU::Engineering::Electrical and electronic engineering
Issue Date: 2007
Source: Yu, Y. J., & Lim. Y. C. (2007). Design of Linear phase FIR filters in subexpression space using mixed integer linear programming. IEEE Transactions on Circuits and Systems-I: Regular Papers. 54 (10), 2330-2338.
Series/Report no.: IEEE transactions on circuits and systems-I : regular papers
Abstract: In this paper, a novel optimization technique is proposed to optimize filter coefficients of linear phase finite-impulse response (FIR) filter to share common subexpressions within and among coefficients. Existing approaches of common subexpression elimination optimize digital filters in two stages: first, an FIR filter is designed in a discrete space such as finite wordlength space or signed power-of-two (SPT) space to meet a given specification; in the second stage, an optimization algorithm is applied on the discrete coefficients to find and eliminate the common subexpressions. Such a two-stage optimization technique suffers from the problem that the search space in the second stage is limited by the finite wordlength or SPT coefficients obtained in the first stage optimization. The new proposed algorithm overcomes this problem by optimizing the filter coefficients directly in subexpression space for a given specification. Numerical examples of benchmark filters show that the required number of adders obtained using the proposed algorithm is much less than those obtained using two-stage optimization approaches.
URI: https://hdl.handle.net/10356/91421
http://hdl.handle.net/10220/4659
ISSN: 1549-8328
DOI: 10.1109/TCSI.2007.904599
Rights: © 2007 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. http://www.ieee.org/portal/site.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:EEE Journal Articles

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