Design and implementation of a platform based on IoT-cloud and image processing for hydroponics applications

in International Symposium (Abstract oral presentation), 國際研討會(摘要口頭發表)
標題Design and implementation of a platform based on IoT-cloud and image processing for hydroponics applications
出版類型國際研討會(摘要口頭發表)
出版年度2018
AuthorsChung-Liang Chang, 張仲良, & Jun-Yong Tian 田峻墉
出版日期Jul 11 2018 12:0
會議地點Wageningen
其他編號0000
中文摘要

This paper proposes an internet-of-tings (IoTs) based cloud system with image processing technique for agricultural application. The proposed platform employs the Zigbee and WiFi wireless transmission protocol for receiving multiple data which from the different micro-electromechanical systems (MENs) sensor module. Each sensing module receives the environmental and image data, including the temperature, humidity, carbon dioxide, light quantum, air pressure, conductivity, pH, dissolved oxygen, etc. and send it to the embedded platform. Besides, the camera devices capture the plant image and store it into the platform. The image processing techniques is utilized to conduct morphological measurement, including area of leaf, number of leaf, and color level, etc. The fuzzy inference technique has applied to find the relationship between the growth status of plant, water quality, and environmental data. The decision results provide the suggestion and information for user to enhance the quality of plant. The proposed platform has been verified and evaluated in a greenhouse. The experiment results are also depicted in the paper.

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