DocumentCode :
3016520
Title :
Low complexity FIR filters using factorization of perturbed coefficients
Author :
Neau, Cassondra ; Muhammad, Khurram ; Roy, Kaushik
Author_Institution :
ECE, Purdue Univ., West Lafayette, IN, USA
fYear :
2001
fDate :
2001
Firstpage :
268
Lastpage :
272
Abstract :
This paper presents a factorization based technique to reduce the computational complexity of implementing Finite Impulse Response (FIR) digital filters. It is possible to design FIR filters in which all of the filter coefficients are products of the first seven prime numbers. For such filters, factorization of the filter coefficients allows the reuse of intermediate results among computations involving common factors. Since the coefficients are products of only small prime numbers, it is also possible to generate each of the partial products with a single shift and add operation. Compared to a traditional implementation, this results in a 35-50% reduction in computational complexity, which is shown to translate into lower power consumption
Keywords :
FIR filters; computational complexity; digital filters; digital integrated circuits; filtering theory; low-power electronics; FIR digital filters; computational complexity reduction; factorization based technique; filter coefficients; finite impulse response filters; low complexity FIR filters; partial products; perturbed coefficients; power consumption reduction; prime numbers; shift/add operation; Batteries; Computational complexity; Digital filters; Digital signal processors; Energy consumption; Equations; Finite impulse response filter; Instruments; Signal design; Signal processing algorithms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Design, Automation and Test in Europe, 2001. Conference and Exhibition 2001. Proceedings
Conference_Location :
Munich
ISSN :
1530-1591
Print_ISBN :
0-7695-0993-2
Type :
conf
DOI :
10.1109/DATE.2001.915036
Filename :
915036
Link To Document :
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