Publication Type : Conference Proceedings
Publisher : 2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE)
Source : 2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE), IEEE, Bengaluru, India (2020)
Url : https://ieeexplore.ieee.org/abstract/document/9277267
Campus : Bengaluru
School : School of Engineering
Department : Electrical and Electronics
Year : 2020
Abstract : The advancements in IoT and Machine Learning have been a boon in solving day to day problems in the agricultural world. A robust monitoring and surveillance system to protect these farms from animals like elephants has become a necessity. In this paper, a unified, cost-effective prototype system is presented using these two technologies. An IoT based monitoring system is presented along with analysis of various machine learning models like KNN, Logistic Regression and SVM. The analysis is performed on their respective parameters and the most accurate model is suggested for the surveillance system.
Cite this Research Publication : Surekha P and Raksha R, "A Cohesive Farm Monitoring and Wild Animal Warning Prototype System using IoT and Machine Learning," 2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE), Bengaluru, India, 2020, pp. 472-476, doi: 10.1109/ICSTCEE49637.2020.9277267.