On the Use of Cyclotomic Polynomial Prefilters for Efficient FIR Filter Design
Document Type
Article
Date of Original Version
1-1-1993
Abstract
We present an efficient FIR filter design algorithm that generalizes existing cascaded FIR prefilter-equalizer methods. We propose using cyclotomic polynomial “building blocks” to form a multiplierless prefilter with impressive stopband performance, and we provide a straightforward strategy for choosing the polynomials to match filter specifications. We then provide two options for design of the equalizer. A uniformly spaced equalizer can be optimally (L«) designed via a modified Parks-McClellan algorithm. However, we also propose a new algorithm, based on complex basis function subset selection methods, to optimally design a more efficient, nonuniformly spaced equalizer. Our techniques, which can be applied to a broad class of filter design problems, typically provide a 35%-85% reduction in the number of additions and multiplications required, with a cost of 10%-45% additional delays. Furthermore, our methods provide reduced coefficient quantization sensitivity and reduced roundoff noise. © 1993 IEEE
Publication Title, e.g., Journal
IEEE Transactions on Signal Processing
Volume
41
Issue
5
Citation/Publisher Attribution
Hartnett, Richard J., and G. F. Boudreaux-Bartels. "On the Use of Cyclotomic Polynomial Prefilters for Efficient FIR Filter Design." IEEE Transactions on Signal Processing 41, 5 (1993): 1766-1779. doi: 10.1109/78.215298.