@article{ART001985085},
author={Hao Guo and 김기영 and 김동균 and Lee Sang Jeong},
title={Analyzing Activity for Estrus Detection in Korean Native Cattle},
journal={Journal of Knowledge Information Technology and Systems},
issn={1975-7700},
year={2015},
volume={10},
number={2},
pages={193-202}
TY - JOUR
AU - Hao Guo
AU - 김기영
AU - 김동균
AU - Lee Sang Jeong
TI - Analyzing Activity for Estrus Detection in Korean Native Cattle
JO - Journal of Knowledge Information Technology and Systems
PY - 2015
VL - 10
IS - 2
PB - Korea Knowledge Information Technology Society
SP - 193
EP - 202
SN - 1975-7700
AB - Existing estrus detection products operation inconvenience, due to the reliability of the device degradation problems estrus detection probability is lower. In addition, most existing studies was the study of estrus detection of milk cows in large-scale farms studies on Korean Native Cattle farms was not realized. In this paper, discerned using a 3-axis accelerometer to determine the estrus state of Korean Native Cattle. The Korea Native Cattle estrus detection system proposed in this paper consists of these, the three-axis acceleration sensor, sensor network uses Zigbee communication, a base station, field server and database servers. When there is no movement the value of the three-axis acceleration sensor is 1000 due to gravity, the acceleration sensor attached to the cattle’s neck causes a feeble change even though there is no movement of cattle. In this paper, due to the no activity of Korean Native Cattle, censed weak values of sensor are filtered out. In the experiment the sensor data acquisition activities that occur during the actual targeting Cattles at the Cattle farmer by the three-axis acceleration sensor X, Y, Z-axis values analyzed through SVM algorithm output’s one representative value and ISVM algorithm which output integral average. In addition, to determine Korean Native Cattle’s estrus time, activity data collected and compared by 3 hours, 6 hours integral. ISVM algorithm was validated by experimental results that the appropriate algorithm for the Korean Native Cattle’s activity analysis.
KW - Korean Native Cattle;Estrus Detection;Activity analytic;3-axis accelerometer
DO -
UR -
ER -
Hao Guo, 김기영, 김동균 and Lee Sang Jeong. (2015). Analyzing Activity for Estrus Detection in Korean Native Cattle. Journal of Knowledge Information Technology and Systems, 10(2), 193-202.
Hao Guo, 김기영, 김동균 and Lee Sang Jeong. 2015, "Analyzing Activity for Estrus Detection in Korean Native Cattle", Journal of Knowledge Information Technology and Systems, vol.10, no.2 pp.193-202.
Hao Guo, 김기영, 김동균, Lee Sang Jeong "Analyzing Activity for Estrus Detection in Korean Native Cattle" Journal of Knowledge Information Technology and Systems 10.2 pp.193-202 (2015) : 193.
Hao Guo, 김기영, 김동균, Lee Sang Jeong. Analyzing Activity for Estrus Detection in Korean Native Cattle. 2015; 10(2), 193-202.
Hao Guo, 김기영, 김동균 and Lee Sang Jeong. "Analyzing Activity for Estrus Detection in Korean Native Cattle" Journal of Knowledge Information Technology and Systems 10, no.2 (2015) : 193-202.
Hao Guo; 김기영; 김동균; Lee Sang Jeong. Analyzing Activity for Estrus Detection in Korean Native Cattle. Journal of Knowledge Information Technology and Systems, 10(2), 193-202.
Hao Guo; 김기영; 김동균; Lee Sang Jeong. Analyzing Activity for Estrus Detection in Korean Native Cattle. Journal of Knowledge Information Technology and Systems. 2015; 10(2) 193-202.
Hao Guo, 김기영, 김동균, Lee Sang Jeong. Analyzing Activity for Estrus Detection in Korean Native Cattle. 2015; 10(2), 193-202.
Hao Guo, 김기영, 김동균 and Lee Sang Jeong. "Analyzing Activity for Estrus Detection in Korean Native Cattle" Journal of Knowledge Information Technology and Systems 10, no.2 (2015) : 193-202.
