微波在西瓜中传播的人工神经网络模型

2012 IEEE International Conference on Circuits and Systems (ICCAS) Pub Date : 2012-10-01 DOI:10.1109/ICCIRCUITSANDSYSTEMS.2012.6408280

O. Adedayo, M. Isa, K. Budayawan

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引用次数: 1

摘要

对微波在2.45GHz频率下通过西瓜的传播和衰减进行了建模和验证。利用自由空间传输技术对西瓜进行了衰减实验，并对实验室观测数据进行了人工神经网络的设计、训练和部署。这产生了一个紧凑的系统，与现有的数学模型进行比较。这两种情况的结果是一致的。

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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 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.

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2012 IEEE International Conference on Circuits and Systems (ICCAS)

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