A new method of data fusion by IR sensor and millimeter-wave radar for UAV

Wei Shao, Xiaoping Zhu, Gang Zhao, Zhou Zhou

科研成果: 期刊稿件文章同行评审

1 引用 (Scopus)

摘要

The application of UAV (unmanned aerial vehicle) is wide. Generally, the IR sensor can be used together with radar. Aiming at the problems that the state estimation of a moving target is unstable when using an IR sensor in the rectangular coordinate system and that the data rate of the IR sensor is inconsistent with the data rate of the radar, we propose a new method that combines the IR sensor data with the millimeter-wave radar(mmw) data under the modified spherical coordinates (MSC). Sections 1, 2 and 3 of the full paper explain our new method. Subsection 1. 1 briefs the transformation of data coordinate systems. Subsection 1. 2 briefs synchronous data fusion. Sections 2 and 3 explain our new method; their core consists of; we use the optimal data compression method to fuse the IR sensor data and the mmw data, thus eliminating the instability of the IR sensor in the rectangular coordinate system and the inconsistency between the IR sensor data rate and the mmw radar data rate. The simulation results, given in Figs. 4, 5 and 6 that present the estimation errors of our new method, and their analysis show preliminarily that our new method can achieve the synchronous data fusion of die IR sensor and the mmw radar and effectively enhance the target tracking ability of a UAV.

源语言英语
页(从-至)175-180
页数6
期刊Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
30
2
出版状态已出版 - 2012

指纹

探究 'A new method of data fusion by IR sensor and millimeter-wave radar for UAV' 的科研主题。它们共同构成独一无二的指纹。

引用此