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An MIMO Radar System Based on the Sparse-Array and Its Frequency Migration Calibration Method

机译:基于稀疏阵列的MIMO雷达系统及其频率偏移校准方法

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摘要

In this paper, a Multiple Input Multiple Output (MIMO) radar system based on a sparse-array is proposed. In order to reduce the side-lobe level, a genetic algorithm (GA) is used to optimize the array arrangement. To reduce the complexity of the system, time-division multiplexing (TDM) technology is adopted. Since the signals are received in different periods, a frequency migration will emerge if the target is in motion, which will lead to the lower direction-of-arrival (DOA) performance of the system. To solve this problem, a stretching transformation method in the fast-frequency slow-time domain is proposed, in order to eliminate frequency migration. Only minor adjustments need to be implemented for the signal processing, and the root-mean-square error (RMSE) of the DOA estimation will be reduced by about 90%, compared with the one of an uncalibrated system. For example, a uniform linear array (ULA) MIMO system with 2 transmitters and 20 receivers can be replaced by the proposed system with 2 transmitters and 12 receivers, achieving the same DOA performance. The calibration formulations are given, and the simulation results of the automotive radar system are also provided, which validate the theory.
机译:本文提出了一种基于稀疏阵列的多输入多输出(MIMO)雷达系统。为了降低旁瓣电平,遗传算法(GA)用于优化阵列排列。为了降低系统的复杂性,采用了时分复用(TDM)技术。由于信号是在不同的周期内接收到的,因此如果目标运动,则会出现频率偏移,这将导致系统的到达方向(DOA)性能降低。为了解决这个问题,提出了一种在快速频率慢时域中的拉伸变换方法,以消除频率偏移。与未经校准的系统相比,仅需进行少量调整即可进行信号处理,并且DOA估计的均方根误差(RMSE)将减少约90%。例如,具有2个发射机和20个接收机的统一线性阵列(ULA)MIMO系统可以由建议的具有2个发射机和12个接收机的系统代替,从而实现相同的DOA性能。给出了校准公式,并提供了汽车雷达系统的仿真结果,验证了该理论。

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