首页> 中文期刊> 《电子学报》 >基于高斯短时分数阶 Fourier 变换的海面微动目标检测方法

基于高斯短时分数阶 Fourier 变换的海面微动目标检测方法

         

摘要

海上目标随海面颠簸导致姿态变化,引起回波功率调制效应,导致回波多普勒体现时变和非平稳特性。为此,本文将微多普勒理论应用于海杂波中弱目标检测,提出一种基于高斯短时分数阶Fourier变换(GSTFRFT )的海面微动目标检测方法。首先,建立海面目标的平动和三维转动回波模型;然后,基于海尖峰判别方法对回波信号进行数据筛选,改善信杂比,并采用GSTFRFT对微动信号进行增强处理,利用海面目标与海杂波的微动特征差异设计恒虚警检测方法;最后,通过GSTFRFT域滤波,提取信号的微动特征并得到瞬时频率。实测雷达数据仿真结果验证了算法的有效性,具有在强海杂波中检测微弱目标的能力。%The attitude of target at sea may vary with the fluctuation of sea surface ,which induces the effect of power modu-lation of radar echo ,and also the Doppler reflects time-varying and nonstationary properties .In this paper ,micro-Doppler theory is applied to weak target detection within sea clutter ,and an algorithm of detecting micro-motion target at sea is proposed via Gaussian short-time fractional Fourier transform (GSTFRFT ) .Firstly ,signal model of target on the sea surface is established including transla-tion and 3-D rotation movements .Then ,radar returns are selected based on sea spikes identification for better signal-to-clutter ratio . Moreover ,micro-motion signal is enhanced via GSTFRFT ,and signature differences between target and sea clutter are utilized for designing constant false alarm ratio detector .Finally ,micro-motion signature and instantaneous frequency can be extracted and ob-tained by filtering in GSTFRFT domain .Simulation results with real datasets validate the effectiveness of the algorithm ,which is qualified for detecting weak target in strong sea clutter environment .

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