Artificial Neural Network model for microwave propagation in water melon

Author

Adedayo, O.O. ; Isa, M.M. ; Budayawan, K.

Author_Institution

Dept. of Electron. Electr. Eng., Univ. Putra Malaysia, Serdang, Malaysia

fYear

2012

fDate

3-4 Oct. 2012

Firstpage

147

Lastpage

149

Abstract

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.

Keywords

mathematical analysis; microstrip antennas; microwave propagation; neural nets; ANN; artificial neural network model; attenuation experiment; free space transmission technique; frequency 2.45 GHz; mathematical models; microwave attenuation; microwave propagation; water melon; Artificial neural networks; Attenuation; Materials; Mathematical model; Microwave measurements; Microwave theory and techniques; Permittivity; Artificial Neural Network; Rectangular microstrip antenna; attenuation;

fLanguage

English

Publisher

ieee

Conference_Titel

Circuits and Systems (ICCAS), 2012 IEEE International Conference on

Conference_Location

Kuala Lumpur

Print_ISBN

978-1-4673-3117-3

Electronic_ISBN

978-1-4673-3118-0

Type

conf

DOI

10.1109/ICCircuitsAndSystems.2012.6408280

Filename

6408280