基于改进卡尔曼滤波的机载定位系统设计

D. Shen, Chaoyang Zhao, Qiang Li, Xia Huang
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引用次数: 0

摘要

为了提高无线电信号源定位时的定位效率,设计了基于改进卡尔曼滤波的机载定位系统。采用软件无线电技术,采用FPGA提高算法效率。将卡尔曼滤波的序列融合算法引入到TDOA-AOA联合定位中。将不同的数据观测值上传到融合中心。最后,根据不同的观测数据,得到最优的估计结果。现场试验表明,该定位系统能够提高定位精度和效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design on Airborne Positioning System Based on Improved Kalman Filtering
For improving the efficiency of positioning during radio signal source locating, it designs airborne positioning system based on the modified Kalman filtering. Using software radio technology, FPGA is adopted to improve algorithm efficiency. The sequential fusion algorithm with Kalman filtering is introduced to TDOA-AOA joint locating. Different data observing values are uploaded to the fusion center. Finally, according to the different observing data, the optimal estimation results are obtained. Field tests show the positioning system proposed here can improve the positioning accuracy efficiency.
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