Performance of MIMO FMCW Radar in Detecting Small Vessels

S. Zainuddin, I. Pasya, N. E. Rashid, R. Abdullah, Abdul Rahman Abdullah
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引用次数: 3

Abstract

This paper evaluated the performance of range detection of a MIMO FMCW radar system detecting small vessels in maritime environments, through numerical simulations. The targets were modeled as Swerling1 targets, which resemble target with slow-changing radar cross sections (RCS). A MIMO FMCW system utilizing two transmitting antennas emitting two FMCW signals in different frequency bands, and two receiving antennas for MIMO processing - is proposed. In the MIMO scheme, a waveform design comprises of two sub-bands with an interval band, is suggested to avoid co-band interference between the two signals emitted from two transmitting antennas. At the receiver, the receiving signals were combined by means of spectrum averaging, before implementation of peak detection to estimate the target range. The performance of the proposed system is observed in terms of probability of range error, simulated over a range of signal-to-noise-ratio (SNR). Simulation results indicated that MIMO processing yields approximately 3 dB improvements of probability of range error against SNR, compared to SISO case observed at 20% range error probability. In addition, the effects of interval band deployment on the quality of beat frequency was also discussed.
MIMO FMCW雷达对小型船舶的探测性能
本文通过数值模拟,评估了一种MIMO FMCW雷达系统在海洋环境中探测小型船舶的距离检测性能。目标建模为与慢变雷达截面(RCS)目标相似的Swerling1目标。提出了一种利用两个发射天线发射两个不同频带的FMCW信号和两个接收天线进行MIMO处理的MIMO FMCW系统。在MIMO方案中,为了避免两个发射天线发出的两个信号之间的共带干扰,建议采用具有间隔频带的两个子频带的波形设计。在接收端,对接收信号进行频谱平均合并,然后进行峰值检测,估计目标距离。根据距离误差的概率来观察系统的性能,并在信噪比(SNR)的范围内进行仿真。仿真结果表明,与距离误差概率为20%的SISO情况相比,MIMO处理对信噪比的距离误差概率提高了约3db。此外,还讨论了间隔频带部署对拍频质量的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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