TY - JOUR
T1 - Improving shearer positioning accuracy based on search North finder and Kalman filter
AU - Xiaoyang, Li
AU - Wanli, Liu
AU - Shulin, Zhu
AU - Xuefeng, Li
AU - Yongtao, Zhao
N1 - Publisher Copyright:
© Sila Science. All rights reserved.
PY - 2014/11/1
Y1 - 2014/11/1
N2 - Existing shearer positioning systems are not real-time, ineffective, inaccuracy access to the location and gesture of the shearer, and this paper put forward a new shearer positioning method using north finder and Kalman filter. The method is based on the strapdown inertial navigation positioning into the kalman filter and north finder, then builds the fusion system structure. Meanwhile this paper introduces the principle of strapdown inertial navigation positioning, considering inherent drift error of the gyroscope and accelerometer, so using kalman filter and north finder to reduce the drift errors of inertia components. Finally, the results obtained from several experiments based on the shearer inertial navigation positioning system show that shearer positioning accuracy of the system twice higher than the traditional one.
AB - Existing shearer positioning systems are not real-time, ineffective, inaccuracy access to the location and gesture of the shearer, and this paper put forward a new shearer positioning method using north finder and Kalman filter. The method is based on the strapdown inertial navigation positioning into the kalman filter and north finder, then builds the fusion system structure. Meanwhile this paper introduces the principle of strapdown inertial navigation positioning, considering inherent drift error of the gyroscope and accelerometer, so using kalman filter and north finder to reduce the drift errors of inertia components. Finally, the results obtained from several experiments based on the shearer inertial navigation positioning system show that shearer positioning accuracy of the system twice higher than the traditional one.
KW - Kalman filtering
KW - North finder
KW - Shearer positioning systems
KW - Strapdown inertial navigation system
UR - https://www.scopus.com/pages/publications/84922428976
M3 - 文章
AN - SCOPUS:84922428976
SN - 1308-772X
VL - 32
SP - 4113
EP - 4124
JO - Energy Education Science and Technology Part A: Energy Science and Research
JF - Energy Education Science and Technology Part A: Energy Science and Research
IS - 5
ER -