运用改进正交匹配追踪算法精确估计跳频信号跳变时刻

现有方法得到的跳变时刻精度不高、抗干扰能力较弱，为此提出一种运用改进正交匹配追踪算法的跳变时刻精确估计方法。根据跳频信号原理建立跳变时刻估计的稀疏表示模型，用改进正交匹配追踪算法求解该模型，获取跳变时刻。理论分析和仿真结果证明该方法能够获取高精度的跳变时刻，估计性能方面优于现有算法。
The hop timing estimates derived from existing methods are coarse and unreliable, therefore, a novel method for estimating hop timing for frequency-hopping signals precisely was proposed based on an improved orthogonal matching pursuit algorithm. The sparse representation model for hop timing estimation was established according to the principle of frequency-hopping signals. Then, the improved orthogonal matching pursuit algorithm was used to solute the model and get hop timing finally. The theoretical analysis and simulation results verified that the method is capable of obtaining precise hop timing, and is better than current methods.