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基于分数阶傅里叶变换的相位补偿与相干积累的运动目标检测与速度估计

Detection and Speed Estimation of Moving Target Based on Phase Compensation and Coherent Accumulation Using Fractional Fourier Transform.

作者信息

Yang Jian, Liu Xinxin, Yang Bo, Lu Jian, Liao Guisheng

机构信息

School of Electronic Engineering, Xidian University, Xi'an 710071, China.

School of Engineering, Rocket Force University of Engineering, Xi'an 710025, China.

出版信息

Sensors (Basel). 2020 Mar 4;20(5):1410. doi: 10.3390/s20051410.

Abstract

As unmanned aerial vehicles and other small, low-flying, and low-speed aircrafts are being extensively used, studies on their detection are being extensively conducted in radar application research. However, weak echoes, low Doppler frequencies, and target echoes mixed with ground clutter can considerably degrade the detection performance. Therefore, specific methods for the detection of such targets should be devised. We propose herein a phase compensation and coherent accumulation algorithm based on the fractional Fourier transform (FRFT) for detection and speed estimation of this type of target. First, the energy of the target echo is converged using the FRFT. Next, the phase between the peaks of the target echo is analyzed. Phase compensation and coherent accumulation determined from the expected target speed in the fractional domain eliminate ground clutter and further improve the signal-to-interference-plus-noise ratio. Finally, constant false alarm rate detection is used to identify the target, for which radial speed can be estimated directly according to the peak coordinates. The validity of the algorithm is verified via data simulation and application to real data.

摘要

随着无人机及其他小型、低空、低速飞行器的广泛应用,雷达应用研究中针对它们的探测研究也在广泛开展。然而,微弱回波、低多普勒频率以及与地面杂波混合的目标回波会严重降低探测性能。因此,应设计针对此类目标的特定探测方法。在此,我们提出一种基于分数阶傅里叶变换(FRFT)的相位补偿和相干积累算法,用于此类目标的探测和速度估计。首先,利用FRFT使目标回波能量收敛。接着,分析目标回波峰值之间的相位。在分数域中根据预期目标速度确定的相位补偿和相干积累可消除地面杂波,并进一步提高信干噪比。最后,采用恒虚警率检测来识别目标,根据峰值坐标可直接估计其径向速度。通过数据仿真和实际数据应用验证了该算法的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a39c/7085659/18f5f746c7ec/sensors-20-01410-g001.jpg

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