Design and analysis of linear phase FIR filter in FPGA using PSO algorithm
| Autor: | Tayab Din Memon, Shoaib Sheikh, Faiza Shaikh, Imtiaz Hussain Kalwar |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Finite impulse response
Computer science 020208 electrical & electronic engineering Particle swarm optimization ComputingMilieux_LEGALASPECTSOFCOMPUTING 020206 networking & telecommunications 02 engineering and technology Remez algorithm Filter design Parks–McClellan filter design algorithm Control theory Filter (video) 0202 electrical engineering electronic engineering information engineering Field-programmable gate array Algorithm Linear phase |
| Zdroj: | MECO |
| DOI: | 10.1109/meco.2017.7977216 |
| Popis: | FIR filters can be easily designed by PSO algorithm because it improves the solution characteristics and introduces a new technique for updating swarm's velocity vector and position. In this paper FIR filter is designed using PSO algorithm effectively and then implemented in FPGA using STARTIX-II and Cyclone-II devices for comparison. Error between Ideal and obtained filter which is Remez filter in this work, is being minimized successfully and the area performance has been checked using STARTIX-II and Cyclone-II devices in FPGA and Cyclone-II performs better then STARTIX-II. |
| Databáze: | OpenAIRE |
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