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OALib Journal期刊
ISSN: 2333-9721
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Non-data-aided Extended Kalman Filter Based Carrier Tracking Loop in High Dynamic Environment
高动态环境下无数据辅助的扩展Kalman滤波载波跟踪环

Keywords: Global Positioning System (GPS),Carrier tracking,Extended Kalman Filter (EKF),High dynamic,Low signal-to-noise ratio,Symbol decision
全球定位系统
,载波跟踪,扩展Kalman滤波,高动态,低信噪比,符号判决

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Abstract:

This paper proposes a new carrier tracking loop based on Extended Kalman Filter (EKF) with no data aided in low Signal-to-Noise Ratio (SNR) and high dynamic environment. It utilizes the outputs of accumulator after symbol decision as the observation matrix of EKF. With this method, the restriction generated by using discriminators in low SNR can be avoided. The simulations show that the structure proposed has excellent characteristics compared with Phase Lock Loop (PLL) and linear Kalman Filter (KF) assisted with phase discriminator.

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