Intelligent IoT Based Automated Irrigation System

Agriculture has a major impact on economy of the country.
Lot of Research been carried out in automating the irrigation
system by employing wireless sensor and mobile computing.
Also research been done in applying machine learning in
agricultural system too
Recently “Machine to machine (M2M)” communicationn is an
emerging technology which allows devices, objects etc to
communicate among each other and send data to Server or
Cloud through the Core Network.
So accordingly we here have developed an Intelligent IoT
based Automated Irrigation system where sensor data
pertaining to soil moisture and temperature captured and
accordingly KNN (K- Nearest Neighbor) classification
machine learning algorithm deployed for analyzing the sensor
data for prediction towards irrigating the soil with water. This
is a fully automated where devices communicate among
themselves and apply the intelligence in irrigating. This has
been developed using low cost embedded devices like Arduino
Uno, Raspberry Pi3.