Swarm Intelligence in Linear Phase FIR Filter Design

door Shukla, Mudit
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Shukla, Mudit Swarm Intelligence in Linear Phase FIR Filter Design
Shukla, Mudit - Swarm Intelligence in Linear Phase FIR Filter Design

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Omschrijving

Digital filters play a key role in the field of digital signal processing. This research presents application of particle swarm optimization (PSO) and its three new variants, dynamic and adjustable particle swarm optimization (DAPSO) and particle swarm optimization with variable acceleration factor (PSO-VAF) and attractive and repulsive particle swarm optimization (ARPSO) in linear phase digital low pass finite impulse response (FIR) filter design. Two fitness functions are considered. The fitness1 is used to find the possible minimum ripples in pass band and stop band. Fitness2 is able to control the ripples in both bands separately.A comparison of simulation results in the form of frequency response in dB plots, normalized frequency response plots, normalized ripples in pass band plots and normalized ripples in stop band plots, convergence behavior of all the algorithms, optimized filter coefficients and statistical results, i.e., minimum, maximum, average, variance and standard deviation for each algorithm and fitness function, illustrate the superiority of the proposed PSO based technique over PSO in digital linear phase FIR filter design.

Bijdragers

Schrijver:
Shukla, Mudit

Productdetails

Biografie:
Mudit Shukla was born and grew up in India. He has received Master of Technology (Gold Medalist) in Electronics & Communication Engineering from Amity University. Currently he is working as an Asst Professor in Electronics & Communication Engineering Department in Dr. K. N. Modi Foundation India.
Taal:
Engels
Aantal pagina’s:
132
Mediatype:
Paperback
Uitgever:
LAP Lambert Academic Publishing

Basisgegevens

Product Type:
Zakboek
Afmetingen pakket:
0.22 x 0.15 x 0.008 m; 0.245 kg
GTIN:
09783659549779
DUIN:
63DICRDLPBL
€ 53,07
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