Abstract:In order to solve the issue that carrier frequency estimation of time-frequency overlapped signals is difficult in Alpha-stable distribution noise environment, a novel carrier frequency estimation method of the time-frequency overlapped signals is proposed. First the definition of Generalized Fourth-Order Cyclic Cumulant (GFOCC) of the time-frequency overlapped signals is proposed. Then the carrier frequency of each signal component is estimated by detecting the cycle frequency of the amplitude spectrum of GFOCC, which is corresponding to discrete spectra line. Finally, the theoretical asymptotic analysis demonstrates that this estimation method is asymptotically unbiased and consistent. Simulation results show that the proposed method achieves good estimation performance and robustness in Alpha-stable distribution noise environment.
李兵兵, 马洪帅, 刘明骞. Alpha稳定分布噪声下时频重叠信号的载波频率估计方法[J]. 电子与信息学报, 2014, 36(4): 868-874.
Li Bing-Bing, Ma Hong-Shuai, Liu Ming-Qian. Carrier Frequency Estimation Method of Time-frequency Overlapped Signals with Alpha-stable Noise. , 2014, 36(4): 868-874.