标题:An Alternating Variable Technique for the Constrained Minimax Design of Frequency-Response-Masking Filters
作者:Zhao, Ruijie; Lai, Xiaoping; Tay, David B. H.; Lin, Zhiping
作者机构:[Zhao, Ruijie] Shandong Univ, Sch Mech Elect & Informat Engn, Weihai 264209, Peoples R China.; [Zhao, Ruijie; Lin, Zhiping] Nanyang Technol Univ, Sc 更多
通讯作者:Lin, Zhiping;Lin, ZP
通讯作者地址:[Lin, ZP]Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore.
来源:CIRCUITS SYSTEMS AND SIGNAL PROCESSING
出版年:2019
卷:38
期:2
页码:827-846
DOI:10.1007/s00034-018-0890-9
关键词:Alternating variable algorithm; Constrained minimax design;; Frequency-response-masking filters; Linear Programming
摘要:The frequency-response-masking (FRM) technique is one of the most efficient approaches to the design of narrow transition band FIR filters. The constrained minimax design of linear-phase FRM FIR filters in the frequency domain is considered in this paper. The corresponding optimization problem is a nonconvex one. To deal with the nonconvex design problem and improve the FRM filter performance, we propose an algorithm to alternately optimize different subsets of the design variables by fixing the remaining ones. In this way, the nonconvex optimization problem is converted into a series of linear programming subproblems defined on different frequency bands, which are then solved alternately and iteratively. Moreover, the new algorithm converges to a better FRM filter than those obtained by several competitive methods and is flexible to incorporate linear constraints in the design. Several design examples are provided to demonstrate the advantages of the proposed algorithm.
收录类别:EI;SCOPUS;SCIE
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060909754&doi=10.1007%2fs00034-018-0890-9&partnerID=40&md5=b073f19370b3980455aa7d3c82a46bb2
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