Efficient design of a class of multiplier-less perfect reconstruction two-channel filter banks and wavelets with prescribed output accuracy

C. Pun, S. Chan, K. Ho
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引用次数: 14

Abstract

This paper proposes a novel algorithm for the design and hardware reduction of a class of multiplier-less two-channel perfect reconstruction (PR) filter banks (FB) using sum-of-powers-of-two (SOPOT) coefficients. It minimizes a more realistic hardware cost, such as adder cells, subject to a prescribed output accuracy taking account of rounding and overflow effects, instead of using just the SOPOT terms as in conventional methods. Furthermore, by using multiplier blocks (MB) to implement the filters in the FBs, significant overall saving in hardware resources can be achieved. An effective random search algorithm is also proposed to solve the design problem, which is also applicable to PR IIR FBs with highly nonlinear objective functions. Perfect reconstruction multirate filter have important applications in signal analysis, signal coding and the design of wavelet bases.
一类无乘法器完美重构双通道滤波器组和具有规定输出精度的小波的有效设计
本文提出了一种利用2次幂和(SOPOT)系数设计和硬件约简一类无乘法器双通道完全重构滤波器组(FB)的新算法。它将更实际的硬件成本(如加法器单元)降至最低,并考虑到舍入和溢出效应的规定输出精度,而不是像传统方法那样只使用SOPOT项。此外,通过使用乘法器块(MB)来实现fb中的滤波器,可以显著节省硬件资源。提出了一种有效的随机搜索算法来解决设计问题,该算法同样适用于目标函数高度非线性的PR - IIR FBs。完美重构多率滤波器在信号分析、信号编码和小波基设计中有着重要的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
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期刊介绍: Journal of Signal Processing is an academic journal supervised by China Association for Science and Technology and sponsored by China Institute of Electronics. The journal is an academic journal that reflects the latest research results and technological progress in the field of signal processing and related disciplines. It covers academic papers and review articles on new theories, new ideas, and new technologies in the field of signal processing. The journal aims to provide a platform for academic exchanges for scientific researchers and engineering and technical personnel engaged in basic research and applied research in signal processing, thereby promoting the development of information science and technology. At present, the journal has been included in the three major domestic core journal databases "China Science Citation Database (CSCD), China Science and Technology Core Journals (CSTPCD), Chinese Core Journals Overview" and Coaj. It is also included in many foreign databases such as Scopus, CSA, EBSCO host, INSPEC, JST, etc.
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