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Artificial neural network model for microwave propagation in water melon

The propagation and attenuation of microwave traversing through water melon at 2.45GHz were modeled and validated. An attenuation experiment was carried out on water melon using free space transmission technique and an Artificial Neural Network (ANN) was designed, trained and deployed for the observ...

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Main Authors: Olukayode, Ojo Adedayo, Mohd Isa, Maryam, Budayawan, Khairi
Format: Conference or Workshop Item
Language:English
Published: IEEE 2012
Online Access:http://psasir.upm.edu.my/id/eprint/69339/1/Artificial%20neural%20network%20model%20for%20microwave%20propagation%20in%20water%20melon.pdf
http://psasir.upm.edu.my/id/eprint/69339/
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spelling my.upm.eprints.693392019-07-04T03:46:13Z http://psasir.upm.edu.my/id/eprint/69339/ Artificial neural network model for microwave propagation in water melon Olukayode, Ojo Adedayo Mohd Isa, Maryam Budayawan, Khairi The propagation and attenuation of microwave traversing through water melon at 2.45GHz were modeled and validated. An attenuation experiment was carried out on water melon using free space transmission technique and an Artificial Neural Network (ANN) was designed, trained and deployed for the observed data from laboratory experiments. This generated a compact system against which existing mathematical models were compared. The results in both cases were found to be in congruence. IEEE 2012 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/69339/1/Artificial%20neural%20network%20model%20for%20microwave%20propagation%20in%20water%20melon.pdf Olukayode, Ojo Adedayo and Mohd Isa, Maryam and Budayawan, Khairi (2012) Artificial neural network model for microwave propagation in water melon. In: 2012 IEEE International Conference on Circuits and Systems (ICCAS), 3-4 Oct. 2012, Kuala Lumpur, Malaysia. (pp. 147-149). 10.1109/ICCircuitsAndSystems.2012.6408280
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description The propagation and attenuation of microwave traversing through water melon at 2.45GHz were modeled and validated. An attenuation experiment was carried out on water melon using free space transmission technique and an Artificial Neural Network (ANN) was designed, trained and deployed for the observed data from laboratory experiments. This generated a compact system against which existing mathematical models were compared. The results in both cases were found to be in congruence.
format Conference or Workshop Item
author Olukayode, Ojo Adedayo
Mohd Isa, Maryam
Budayawan, Khairi
spellingShingle Olukayode, Ojo Adedayo
Mohd Isa, Maryam
Budayawan, Khairi
Artificial neural network model for microwave propagation in water melon
author_facet Olukayode, Ojo Adedayo
Mohd Isa, Maryam
Budayawan, Khairi
author_sort Olukayode, Ojo Adedayo
title Artificial neural network model for microwave propagation in water melon
title_short Artificial neural network model for microwave propagation in water melon
title_full Artificial neural network model for microwave propagation in water melon
title_fullStr Artificial neural network model for microwave propagation in water melon
title_full_unstemmed Artificial neural network model for microwave propagation in water melon
title_sort artificial neural network model for microwave propagation in water melon
publisher IEEE
publishDate 2012
url http://psasir.upm.edu.my/id/eprint/69339/1/Artificial%20neural%20network%20model%20for%20microwave%20propagation%20in%20water%20melon.pdf
http://psasir.upm.edu.my/id/eprint/69339/
_version_ 1643839464156430336
score 13.209306

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