Zhang Zhengyan, Zhang Jianyun, Zhou Qingsong, Li Xiaobo
National University of Defense Technology, Hefei 230037, China.
Sensors (Basel). 2018 Mar 7;18(3):805. doi: 10.3390/s18030805.
In this paper, we consider the problem of tracking the direction of arrivals (DOA) and the direction of departure (DOD) of multiple targets for bistatic multiple-input multiple-output (MIMO) radar. A high-precision tracking algorithm for target angle is proposed. First, the linear relationship between the covariance matrix difference and the angle difference of the adjacent moment was obtained through three approximate relations. Then, the proposed algorithm obtained the relationship between the elements in the covariance matrix difference. On this basis, the performance of the algorithm was improved by averaging the covariance matrix element. Finally, the least square method was used to estimate the DOD and DOA. The algorithm realized the automatic correlation of the angle and provided better performance when compared with the adaptive asymmetric joint diagonalization (AAJD) algorithm. The simulation results demonstrated the effectiveness of the proposed algorithm. The algorithm provides the technical support for the practical application of MIMO radar.
在本文中,我们考虑了双基地多输入多输出(MIMO)雷达跟踪多个目标的到达方向(DOA)和离开方向(DOD)的问题。提出了一种高精度的目标角度跟踪算法。首先,通过三个近似关系得到了协方差矩阵差与相邻时刻角度差之间的线性关系。然后,该算法得到了协方差矩阵差中元素之间的关系。在此基础上,通过对协方差矩阵元素求平均来提高算法性能。最后,采用最小二乘法估计DOD和DOA。该算法实现了角度的自动相关,与自适应非对称联合对角化(AAJD)算法相比具有更好的性能。仿真结果验证了所提算法的有效性。该算法为MIMO雷达的实际应用提供了技术支持。