DocumentCode
1790963
Title
Optimal design of Weighted Least Square based fractional delay FIR filter using Genetic Algorithm
Author
Upadhyay, Kamini ; Kumar, Manoj ; Rawat, Tarun Kumar
Author_Institution
Div. of Electron. & Commun. Eng., Netaji Subhas Inst. of Technol., New Delhi, India
fYear
2014
fDate
12-13 July 2014
Firstpage
53
Lastpage
58
Abstract
In this paper, a Weighted Least Square based designing of fractional delay FIR filter using Genetic Algorithm is proposed. In this method, Genetic Algorithm is implemented to evaluate the closed form error function. This helps in speeding up the process of filter design and achieving globally optimized final solution. Three design examples are given to illustrate the results of proposed approach. These examples demonstrate the effectiveness of proposed approach as compared to the existing filter design methods.
Keywords
FIR filters; genetic algorithms; least squares approximations; closed form error function; fractional delay FIR filter; genetic algorithm; optimal design; weighted least square; Algorithm design and analysis; Filtering algorithms; Optimization; Fractional Delay FIR (FD-FIR) filter; Genetic Algorithm (GA); Weighted Least Square (WLS) error;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on
Conference_Location
Ajmer
Print_ISBN
978-1-4799-3139-2
Type
conf
DOI
10.1109/ICSPCT.2014.6884908
Filename
6884908
Link To Document