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基于UKF的高动态GPS载波跟踪
引用本文:张光龙,张会生,李立欣.基于UKF的高动态GPS载波跟踪[J].计算机系统应用,2014,23(3):181-185,87.
作者姓名:张光龙  张会生  李立欣
作者单位:西北工业大学 电子信息学院, 西安 710129;西北工业大学 电子信息学院, 西安 710129;西北工业大学 电子信息学院, 西安 710129
基金项目:陕西省自然基金(2012JQ8025);西北工业大学基础研究基金(FFR-NPU-JC201118);西北工业大学电子信息学院“E之星”项目(E20110003)
摘    要:在高动态环境下,传统的GPS载波跟踪环无法保证可靠的跟踪.本文提出一种改进的基于无迹卡尔曼滤波的高动态载波跟踪方法,采用频率快速牵引方法来保证滤波快速收敛,并加入了一种载波幅度的估计方法.利用美国喷气推进实验室高动态载体模型对环路的跟踪性能进行了测试.测试结果表明,该方法在高动态环境下不仅能快速牵入和锁定载波信号,而且在高达lOOg/s的加加速度作用过程中也能持续精确的跟踪.

关 键 词:高动态  GPS  无迹卡尔曼滤波  载波跟踪
收稿时间:2013/7/24 0:00:00
修稿时间:2013/9/12 0:00:00

High Dynamic Carrier Tracking Method Based on UKF
ZHANG Guang-Long,ZHANG Hui-Sheng and LI Li-Xin.High Dynamic Carrier Tracking Method Based on UKF[J].Computer Systems& Applications,2014,23(3):181-185,87.
Authors:ZHANG Guang-Long  ZHANG Hui-Sheng and LI Li-Xin
Affiliation:School of Electronics and Information, Northestern Polytechnical University, Xi'an 710129, China;School of Electronics and Information, Northestern Polytechnical University, Xi'an 710129, China;School of Electronics and Information, Northestern Polytechnical University, Xi'an 710129, China
Abstract:Under high dynamic situation, the typical GPS carrier tracking loop can not guarantee a reliable tracking. In this paper an improved high dynamic carrier tracking method based on unscented Kalman filter is presented, a rapid frequency traction method is adopted to ensure that the filter can convergence quickly, and joining a carrier amplitude estimation method. The U.S Jet Propulsion Laboratory high dynamic carrier model is used to test the loop tracking performance, the test results show that the method can not only pull-in and lock the carrier signal quickly in a high dynamic environment, but under the the jerk of up to 100g/s which also have a continous and precise tracking performance.
Keywords:high dynamic  GPS  unscented Kalman filter  carrier tracking
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