利用FFT和卡尔曼滤波器进行载波恢复

Xueqing Yang, X. Cui, Mingquan Lu, Zhenming Feng
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引用次数: 6

摘要

数字相位调制、抑制载波信号的载波恢复问题是多年来移动无线电系统设计中备受关注的问题。提出了一种基于随机数据调制的开环全数字多相移键控载波恢复新方法。该方法采用快速傅里叶变换(FFT)和峰值检测来估计频率偏移,并使用卡尔曼滤波来跟踪相位。它的复杂性很低,而且很容易用数字硬件实现。仿真结果表明,在频偏大、信噪比低的情况下,采用该方法的估计器具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Carrier recovery using FFT and Kalman filter
The challenge of carrier recovery for digitally phase modulated, suppressed-carrier signals has been the target of much attention in mobile radio system design for many years. In this paper, a new open-loop all-digital carrier recovery method for multiple phase shift keying (MPSK) which is based on random data modulation is presented. This method uses fast Fourier transform (FFT) along with peak detection to estimate frequency offset and uses Kalman filter to track phase. Its complexity is very low, and it is also easily implemented with digital hardware. The simulation results show that the estimator using this method achieves good performance under the condition of large frequency offset and low signal noise ratio (SNR).
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