Laser target tracking based on converted measurement Kalman filter

Zhang Rui1, Zhang Jie1, Zou Jigang1, Li Wenxiu1
1College of Automation, Harbin Engineering of Technology, Harbin, China

Tóm tắt

In this paper, the author put forward a new filter, the converted measurement Kalman filter. It is based on the traditional Kalman filter, and is for use in 3D space. The author took it to the laser target tracking, and compared with extended Kalman filter. From the result of simulation we can take a conclusion that the Converted Measurement Kalman filter is better than extended Kalman filter.

Từ khóa

#Coordinate measuring machines #Taylor series #Measurement standards #Covariance matrix #Position measurement #Filters #Azimuth #Costs #Error analysis #Linear approximation

Tài liệu tham khảo

10.1016/S0007-8506(07)62045-9 10.1177/027836499401300402 10.1177/027836499401300402 xi, 1973, Kalman filter and its apply basic, National defence industry publishing company, 81