文章基本信息

标题：IoT based Agro Automation System using Machine Learning Algorithms
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作者：Akash Raj N ; Balaji Srinivasan ; Deepit Abhishek D 等
期刊名称：International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN：2347-6710
电子版ISSN：2319-8753
出版年度：2016
卷号：5
期号：11
页码：19338
DOI：10.15680/IJIRSET.2016.0511115
出版社：S&S Publications
摘要：The needs and necessities of an agro automation system in large scale applications for monitoringvarious parameters are on a rise. The overview of all core challenges faced by the farmers can highly be overcome withthe proposed 'IoT based Agro Automation System using Machine Learning Algorithms' which is established throughmultiple sensor fusion with the affirmation of results in a hybrid app. A semi-autonomous agro robot with a completelysecured and reliable system is deployed for simplifying the endeavours undertaken by farmers. The monitoring andanalysis is achieved with the use of PTC ThingWorx cloud computing platform and the experimental results aredefined with high accuracy taking into consideration of many case studies predominantly evaluated for thedevelopment of this system in all agricultural applications.
关键词：Internet of Things; Machine learning; Hybrid app; Sensor fusion; Cloud computing.