DocumentCode :
412963
Title :
Design of variable fractional delay FIR filters using genetic algorithm
Author :
Khamei, Khadijeh ; Nabavi, Abdolreza ; Hessabi, Shaahin
Author_Institution :
Dept. of Electr. & Electron. Eng., Tarbiat Modares Univ., Tehran, Iran
Volume :
1
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
48
Abstract :
This paper presents a new method for design of variable fractional delay (VFD) FIR digital filters using a genetic algorithm. In this method, each sub-filter of Farrow structure is designed separately with defined accuracy and bandwidth. Also, a variable mutation probability is employed, which improves the accuracy of the solution. Compared with existing methods, it reduces the computational complexity and enhances the design flexibility. Sum-of-power-of-two (SOPOT) representation is applied to the filter coefficients. Therefore, SOPOT coefficients of Farrow structure are determined using a simple genetic algorithm without recourse to computational techniques. Using the SOPOT representation, the filter multipliers can be built with simple shift registers and adders. This results in a high-speed and low-power filter implementation.
Keywords :
FIR filters; adders; digital filters; genetic algorithms; integrated circuit design; low-power electronics; probability; shift registers; Farrow structure sub-filter; SOPOT coefficients; adders; computational complexity; design flexibility; filter coefficients; filter multipliers; genetic algorithm; high-speed low-power filter implementation; shift registers; sub-filter accuracy; sub-filter bandwidth; sum-of-power-of-two representation; variable fractional delay FIR digital filter design; variable mutation probability; Algorithm design and analysis; Bandwidth; Computational complexity; Delay; Design methodology; Digital filters; Finite impulse response filter; Genetic algorithms; Genetic mutations; Shift registers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
Print_ISBN :
0-7803-8163-7
Type :
conf
DOI :
10.1109/ICECS.2003.1301973
Filename :
1301973
Link To Document :
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