山东农业大学学报（自然科学版）2018，Vol.49Issue(2)：235-239,5.DOI:10.3969/j.issn.1000-2324.2018.02.010
基于可穿戴设备的山羊行为分类
Design of The Goats' Wearable Devices Based on Arduino and Behavior Classification
摘要
Abstract
This paper expounds on designing a goat's wearable device based on data collection of daily behavior in goats.The device takes the Arduino hardware platform based on Atmel 328p as the core, including triaxial acceleration transducer, memory card and bluetooth 4.0.The device saves the real-time data collected by the sensor to the memory card, and then transfers it to the server via bluetooth 4.0. Using the fuzzy C-means clustering algorithm on the server side to analyze the data, the classification of goats' daily activities was realized, which provided a reliable data base for the establishment of goats'precision breeding models.关键词
Arduino/三轴加速度/可穿戴设备/行为分类Key words
Arduino/tri-axial acceleration transducer/wearable device/behavior classification分类
信息技术与安全科学引用本文复制引用
倪力,张政云,焦俊,袁晨晨,王谟仕..基于可穿戴设备的山羊行为分类[J].山东农业大学学报（自然科学版）,2018,49(2):235-239,5.基金项目
国家自然科学基金(31671589 （）
3177167) （）
省重大攻关项目(15czz03131) （15czz03131）
