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
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;
Conference_Titel :
Signal Propagation and Computer Technology (ICSPCT), 2014 International Conference on
Conference_Location :
Ajmer
Print_ISBN :
978-1-4799-3139-2
DOI :
10.1109/ICSPCT.2014.6884908