Design of Linear Phase High Pass FIR Filter using Weight Improved Particle Swarm Optimization
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 9
Abstract
The design of Finite Impulse Response (FIR) digital filter involves multi-parameter optimization, while the traditional gradient-based methods are not effective enough for precise design. The aim of this paper is to present a method of designing 24th order high pass FIR filter using an evolutionary heuristic search technique called Weight Improved Particle Swarm Optimization (WIPSO). A new function of the weight parameters is constructed for obtaining a better optimal solution with faster computation. The performance of the proposed algorithm is compared with two other search optimization algorithms namely standard Genetic Algorithm (GA) and conventional Particle Swarm Optimization (PSO). The simulation results show that the proposed WIPSO algorithm is better than GA and PSO in terms of the magnitude response accuracy and the convergence speed for the design of 24th order high pass FIR filter.
Authors and Affiliations
Adel Jalal Yousif, Ghazwan Jabbar Ahmed, Ali Subhi Abbood
Keywords
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- EP ID EP393921
- DOI 10.14569/IJACSA.2018.090936
- Views 90
- Downloads 0
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