Integrative Use of Neural Networks and Internet of Things for Smart Agriculture

Jayashree S. Awatia, S. Patil, Mahesh Kumbhar
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Abstract

Agriculture is a wide developing area in India. A lot of research is going on in the agriculture sector for supporting the farmers. Neural Networks and the Internet of Things, Wireless sensor technology have been used in the agriculture sector. Integration of neural networks with the internet of things implemented for smart management of agriculture. Wireless sensor networks collect the information from agriculture fields and have provided these collected data to IoT clouds. The neural network analyses the data and takes proper controlling and management actions of agriculture activities. The integrated system of neural networks with IoT supports for increasing the yield in the agriculture field. The paper provides the experimental results of the integrative use of neural networks and the internet of things for smart agriculture.
神经网络与物联网在智慧农业中的融合应用
农业在印度是一个广阔的发展领域。为了支持农民,农业部门正在进行许多研究。神经网络和物联网、无线传感器技术已在农业领域得到应用。将神经网络与物联网相结合,实现农业智能管理。无线传感器网络从农业领域收集信息,并将这些收集到的数据提供给物联网云。神经网络对数据进行分析,对农业活动采取适当的控制和管理行动。神经网络与物联网集成系统为农业增产提供支持。本文提供了神经网络和物联网在智慧农业中的综合应用的实验结果。
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