Title :
An Optimal Algorithm for Low Power Multiplierless FIR Filter Design using Chebychev Criterion
Author :
Karakonstantis, Georgios ; Roy, Kaushik
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
In this paper, we propose a novel finite impulse response (FIR) filter design methodology that reduces the number of operations with a motivation to reduce power consumption and enhance performance. The novelty of our approach lies in the generation of filter coefficients such that they conform to a given low-power architecture, while meeting the given filter specifications. The proposed algorithm is formulated as a mixed integer linear programming problem that minimizes Chebychev error and synthesizes coefficients which consist of pre-specified alphabets. The new modified coefficients can be used for low-power VLSI implementation of vector scaling operations such as FIR filtering using computation sharing multiplier (CSHM). Simulations in 0.25 μm technology show that CSHM FIR filter architecture can result in 55% power and 34% speed improvement compared to carry save multiplier (CSAM) based filters.
Keywords :
FIR filters; VLSI; integer programming; linear programming; power consumption; Chebychev criterion; carry save multiplier; computation sharing multiplier; finite impulse response filter; low power multiplierless FIR filter; low-power VLSI implementation; mixed integer linear programming problem; power consumption; vector scaling operations; Algorithm design and analysis; Computational modeling; Computer architecture; Design methodology; Energy consumption; Filtering; Finite impulse response filter; Mixed integer linear programming; Vectors; Very large scale integration; Multiplierless digital filter design; chebychev criterion; low power; optimization methods;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366169