TY - JOUR
T1 - Roll estimation of high rotation speed correction fuze based on extended Kalman filter
AU - Wang, Jiawei
AU - Shi, Kai
AU - Xu, Guotai
AU - Qian, Rongzhao
AU - Yan, Jie
N1 - Publisher Copyright:
© 2016, Editorial Board of Journal of Northwestern Polytechnical University. All right reserved.
PY - 2016/12/1
Y1 - 2016/12/1
N2 - According to the rotating features of correction fuze used on dual-spin stabilized projectile, which is a common designing scheme in 2-D course correction field, a method with Extended Kalman Filter is introduced to solve roll estimation of correction fuze with high rotation speed. Basing on a certain kind of dual spin stabilized mortar projectile, a 7-DOF exterior trajectory model is established to analyse the rotating feature of correcting forward body, and then the analytic formula between roll angle and outputs of gyroscope fixed on fuze is developed and verified. Considering system error of gyroscope, measuring error and BD's positioning error, the real-time roll estimation method is demonstrated using the Extended Kalman Filter method. Simulation results show that the roll estimation absolute error dramatically decreases within 1 s, which is not larger than 6 degrees in whole exterior trajectory. Furthermore, the absolute error in trajectory between 10 s and 40 s is less than 2 degrees. Finally the estimation algorithm is tested in shooting range, the results show that the absolute estimation error is no more than 10 degrees and the mean value of absolute error is 3.9 degrees, which are especially calculated from 15~35 s in whole trajectory. The accuracy of estimation can fully meet require of roll angle measurement in correcting system.
AB - According to the rotating features of correction fuze used on dual-spin stabilized projectile, which is a common designing scheme in 2-D course correction field, a method with Extended Kalman Filter is introduced to solve roll estimation of correction fuze with high rotation speed. Basing on a certain kind of dual spin stabilized mortar projectile, a 7-DOF exterior trajectory model is established to analyse the rotating feature of correcting forward body, and then the analytic formula between roll angle and outputs of gyroscope fixed on fuze is developed and verified. Considering system error of gyroscope, measuring error and BD's positioning error, the real-time roll estimation method is demonstrated using the Extended Kalman Filter method. Simulation results show that the roll estimation absolute error dramatically decreases within 1 s, which is not larger than 6 degrees in whole exterior trajectory. Furthermore, the absolute error in trajectory between 10 s and 40 s is less than 2 degrees. Finally the estimation algorithm is tested in shooting range, the results show that the absolute estimation error is no more than 10 degrees and the mean value of absolute error is 3.9 degrees, which are especially calculated from 15~35 s in whole trajectory. The accuracy of estimation can fully meet require of roll angle measurement in correcting system.
KW - 2-D course correction
KW - Design of experiments
KW - Dual-spin stabilized projectile
KW - Extended Kalman filter
KW - Roll estimation
UR - http://www.scopus.com/inward/record.url?scp=85007417899&partnerID=8YFLogxK
M3 - 文章
AN - SCOPUS:85007417899
SN - 1000-2758
VL - 34
SP - 938
EP - 944
JO - Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
JF - Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
IS - 6
ER -