期刊名称：Journal of Theoretical and Applied Information Technology
印刷版ISSN：1992-8645
电子版ISSN：1817-3195
出版年度：2019
卷号：97
期号：18
页码：4909-4920
出版社：Journal of Theoretical and Applied
摘要：This paper describes our virtual fence system. The present invention is a method of controlling animals without visible physical fences and monitoring their condition. Control occurs through affecting to animals by using one or more signals and electric shocks when they attempt a restricted zone as well as to observe the condition, one of the best machine learning classifications named Support Vector Machines (SVM) is used. A virtual fence boundary can be any geometrical shape. A smart collar worn goats can be detected by using a virtual fence application. Each smart collar consists of an XBee communication module, a global positioning system (GPS), an electrical shocker, and an mp3 player. Stimuli and classification results presented from on-farm experiments with a goat equipped with a smart collar.
