Monitoring method of crop growth environment in greenhouse based on embedded 5G communication technology

Qiong-Pei Wang

International Journal of Environmental Technology and Management, 2024, vol. 27, issue 3, 186-199

Abstract: The wireless remote monitoring method of greenhouse crop growth environment monitoring has poor effect, and there are problems of low monitoring efficiency and comprehensive coefficient of monitoring results. The monitoring method of greenhouse crop growth environment based on embedded 5G communication technology is studied. First, we adopt the 5G communication technology embedded in crop growth environment monitoring to collect, store and transmit data. Then, we integrate the environmental data, and optimise the integration process with Grabbs criterion. Finally, through SOM network training data samples, wireless remote real-time monitoring environment based on training results is achieved. The experimental results show that the highest monitoring efficiency of this method is 98.3%, and the comprehensive coefficient of monitoring results reaches 0.93. This method effectively improves the detection effect.

Keywords: embedded 5G communication technology; greenhouse; environmental monitoring; data fusion; SOM network. (search for similar items in EconPapers)
Date: 2024
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