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Smart Irrigation System using Internet of Things (IoT) and Machine Learning | IEEE Conference Publication | IEEE Xplore

Smart Irrigation System using Internet of Things (IoT) and Machine Learning


Abstract:

Despite the world being in 21st century most of the developing and under-developed nation use traditional method for farming we requires tremendous energy and hectic sche...Show More

Abstract:

Despite the world being in 21st century most of the developing and under-developed nation use traditional method for farming we requires tremendous energy and hectic schedule from a small scale farmer with a very measly return in terms of profit moreover the water wastage and continuous monitoring required to keep check in plants condition is just unjustified but with 58% of population having agriculture as primary income source most of the Indian farmers having extremely low income it seems impossible for them to hop over costly machineries. But now with the cost-effective processors out there in the market can provide a solution to all these issues faced by Indian farmers. With exponential progress of Internet of Things (IoT) devices in the market smart irrigation systems are becoming a new trend. This paper proposes design and theory of one such smart irrigation system using NodeMCU to wirelessly operate a network of irrigation modules by irrigating the field when required by measuring the water content of soil and keep checking condition of plant using a camera this paper also provide insight of how to keep safe integrity of data which travels from NodeMCU to user smartphone using ciphering methods and by keeping proposed system reliable and cost effective.
Date of Conference: 03-04 September 2021
Date Added to IEEE Xplore: 15 November 2021
ISBN Information:
Conference Location: Noida, India

I. Introduction

The Internet of Things (IoT) is a massive network of interconnected things and people that all gather and exchange data about how they are used and the world around them. Evolution of internet began by connecting computers [1]. Later a number of systems were connected together which resulted as World Wide Web. People started using the internet via social networks [2]. Thus, the idea of connecting daily objects to the internet was proposed, which lead to the development of IoT technology. In IoT there is an involvement of number of objects. These objects possess different shapes and varied sizes for example smart watch, smart tv, smart microwave etc. The data for these smart devices is being captured through varied complex sensors and with the help of these sensors they are able to detect the objects coming in their paths for example wearable smart watches are able to monitor and measure heart rate or number of steps taken by the user. This detailed information is being used to make suggestions and help you to take necessary action [2]–[3].

References

References is not available for this document.