Smart City Gnosys

Smart city article details

Title	A Smart Irrigation System To Automate Irrigation Process Using Iot And Artificial Neural Network
ID_Doc	4768
Authors	Aggarwal S.; Kumar A.
Year	2019
Published	2nd International Conference on Signal Processing and Communication, ICSPC 2019 - Proceedings
DOI	http://dx.doi.org/10.1109/ICSPC46172.2019.8976631
Abstract	In the today's world we are growing towards the automation of day to day daily life task in which we are focused on creation of smart cities, smart home etc. which includes a lot of work which deals with automation of task using Artificial Intelligence, Internet of Things and machine Learning. These technologies are widely used to creates a system for automation of different tasks. In this technology driven society there is a need of creation of a system to automate the process of irrigation of crops to help farmers. The currently used system includes a lot of human efforts, money and time which will not be required after the development of an automated irrigation system. In this there is a need of creating a system which can collect data then analyze that date and generate results in real time. also, the overall cost should be low enough so that a farmer can afford it. In this paper we are focusing on creating a low-cost smart device which can be used to collect the data of moisture in soil at different places, pH and temperature of soil. We focus of creating a device with Arduino along with some sensors and modules to collect these data at different places in farm. After collecting this data this device will send this data to server with the help of a Wi-Fi module attached to the device. At the same time, we are using an Artificial Neural Network model for the analysis of this data for generating high accuracy results. Finally based on the results the device triggers a valve to automatically start and stop the flow of water in the farm. © 2019 IEEE.
Author Keywords	Android App; Artificial Neural Network; Internet of things; Machine Learning; Sensors; WEB App

Similar Articles

Id	Similarity	Authors	Title	Published
54534	0.914	Rastogi R.; Prajapati S.K.; Kumar S.; Verma S.	Techno Agri For New Cities By Smart Irrigation	Intelligent Decision Support Systems for Smart City Applications (2022)
18807	0.904	Ramasamy P.; Pandian N.; Mayathevar K.; Ravindran R.; Kandula S.R.; Devadoss S.; Kuppusamy S.	Design Of Arduino Uno Based Smart Irrigation System For Real Time Applications	International Journal of Reconfigurable and Embedded Systems, 13, 1 (2024)
7695	0.903	Aggarwal S.; Chauhan S.; Prakash R.J.	An Automated System To Monitor The Usage Of Water In Apartments Using Iot And Artificial Neural Network	2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies, ICICICT 2019 (2019)
33913	0.9	Chew K.-M.; Tan S.C.-W.; Loh G.C.-W.; Bundan N.; Yiiong S.-P.	Iot Soil Moisture Monitoring And Irrigation System Development	ACM International Conference Proceeding Series (2020)
33708	0.897	Ranpise S.H.; Mandve H.; Charan S.; Pal P.; Singh S.K.; Bansod S.; Kumar Y.	Iot Based Smart Irrigation System For Crops And Water Leakage Detection Using Image Processing	2023 Global Conference on Information Technologies and Communications, GCITC 2023 (2023)
11221	0.893	Kanumalli S.S.; Mantena S.J.; Kandula S.; Doppalapudi K.; Atluri T.	Automated Irrigation Management System Using Iot	Proceedings - 2022 6th International Conference on Intelligent Computing and Control Systems, ICICCS 2022 (2022)
33614	0.885	Alphonse A.S.; Suresh Kumar V.; Meenakshisundaram N.; Anvar Shathik J.; Gomathi S.	Iot And Svm-Based Smart Irrigation System For Sustainable Water Usage	Proceedings of the 2022 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems, ICSES 2022 (2022)
32414	0.885	Zhang F.; Yang X.-Q.; Yu W.; Li X.; Li S.; Eltaif T.A.A.	Intelligent Irrigation System For Future Smart City	Advances in Science, Technology and Innovation (2022)
5385	0.871	Ahmed K.R.; Salam T.; Miraz S.; Jahan I.; Hoque A.; Al Noman A.	A Sustainable Smart Irrigation And Crop Protection System For Bangladesh	8th IEEE International Conference on Computational System and Information Technology for Sustainable Solutions, CSITSS 2024 (2024)
41821	0.868	Gamal A.S.; Mohamed H.K.	Performance Modelling Of Iot In Smart Agriculture	IEEE International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems, ICAECIS 2023 - Proceedings (2023)