Ubiquitous Sensor based Intelligent System for Net Houses

Abstract

The increment in the production from the agricultural sector is very important for the development of any country. However, the country like India, where the major population is dependent on the agriculture as their primary occupation and the only source of earning. This research paper proposes a model for the development of an Intelligent system for the net houses, which is designed by using the best available ubiquitous sensor in the market. This system works on the Internet of things (IoT) based wireless system which transmits the fundamental parameters in real time perceivable through a series of ubiquitous sensors placed inside the net house. The designed system will function to monitor the various crucial parameters like soil moisture, humidity, temperature, lighting in the net house which is further transmitted to the cloud server using the IoT based dedicated framework. The data analysis is carried out in the cloud server. The analysis is based on the ideal big data available for each crop suitable for cultivation in the net houses. The transmitted data from the net house is analyzed using a machine learning (ML) algorithm executing over the cloud server. This intelligent system drives the actuating device on crossing the threshold value, which regulates the important parameter and keep them at the optimum level inside the net house. The overall activity of the system is accessible by the farm manager using a dedicated mobile application. This technique will fully discard the requirement of man power and will also provide the maximum efficiency with the use of optimum resources.