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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IEEE
2012
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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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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 |
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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/ |
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1643839464156430336 |
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13.209306 |