Name: Design And Analysis Of A Low Pass FIR Filter Using Genetic Algorithm (en Inglés)
Price: 244896.00 COP
Availability: InStock
Author: Sahu Rahul Kumar ; Thakare Vandana Vikas
ISBN: 9783659786655

portada Design And Analysis Of A Low Pass FIR Filter Using Genetic Algorithm (en Inglés)

Formato

Libro Físico

Autor

Sahu Rahul Kumar

Thakare Vandana Vikas

Editorial

LAP Lambert Academic Publishing

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9 x 15.2 x 0.5 cm

Peso

0.14 kg.

ISBN13

9783659786655

Categorías

Ingeniería electrónica

Design And Analysis Of A Low Pass FIR Filter Using Genetic Algorithm (en Inglés)

Sahu Rahul Kumar (Autor) · Thakare Vandana Vikas (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Design And Analysis Of A Low Pass FIR Filter Using Genetic Algorithm (en Inglés)"

Genetic Algorithm (GA) is a computational evolutionary search technique which is based on Darwin's theory of natural selection i.e. "best fittest will survive". The advantage of Evolutionary algorithm is it searches a population of points in parallel, not a single point. GA has been used for the designing & analysis of Finite Impulse Response (FIR) Low Pass Filter (LPF) by optimizes the error function i.e. Mean Square Error (MSE). In this the coefficients of the filter are treated as chromosomes which are optimized by the Genetic Algorithm to obtain a filter that would satisfy prescribed specifications and also reduces the multipliers and adders of the FIR filter making the system cost effective. After designing of FIR low pass digital filter, it is also compared with other designing methods viz. Equiripple, Least Square, Window techniques and Parks-McClellan Algorithm; to verify the improved accuracy in terms of transition width and reduced side lobes.