摘要
针对利用MSNWF技术进行GPS的接收机联合空时抗干扰,可以得到较好的效果,但计算量仍然较大,不易硬件的实时实现的问题,通过分析信号协方差矩阵的Toeplitz特性,找到简化计算信号协方差矩阵的方法。并在信号协方差矩阵基础上,构造一个高维Toeplitz矩阵,利用FFT技术,提出一种加快信号协方差矩阵与矢量相乘的计算方法。把这两种快速计算方法应用于基于CG的MSNWF,大大降低了空时自适应处理的计算复杂度。给出新方法收敛性能试验仿真结果,证明该方法有效。
The MSNWF is a good implementation of the joint space-time adaptive anti jamming application for GPS receivers, But the computational burden is still considerable. Utilized the toeplitz feature of the covari ance matrix of the observation, a simplified method is presented to get the covariance matrix and a fast method to compute the multiplication between the covariance matrix and a vector. Based on the CG based MSNWF, a fast implementation is proposed by utilizing both fast methods presented above. The new implementation lowers the computational burden obviously. Finally, the simulation shows that the implementation is feasible and efficiency.
出处
《系统工程与电子技术》
EI
CSCD
北大核心
2008年第1期19-23,共5页
Systems Engineering and Electronics
基金
武器装备预研基金资助课题(41901140401)