Multiple target tracking based separation of Micro-Doppler signals from coning target

Shao Changyu, Du Lan, Han Xun, L. Hongwei
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引用次数: 7

Abstract

Micro-Doppler (m-D) signature based target classification methods have received the intensive attention from the radar automatic target recognition (RATR) community. Since the m-D signals of a coning target with micro-motion are always multicomponent, it is important to separate these m-D frequency components for feature extraction and parameter estimation. This paper develops a separation algorithm based on multiple target tracking (MTT) technology, where the m-D frequency curves are assumed to be the tracks of maneuvering targets. The proposed method shows the good performance on the electromagnetic computation data in the experiments.
基于微多普勒信号分离的多目标跟踪
基于微多普勒(m-D)特征的目标分类方法受到了雷达自动目标识别界的广泛关注。由于微运动圆锥目标的m-D信号通常是多分量的,因此分离这些m-D频率分量对于特征提取和参数估计非常重要。本文提出了一种基于多目标跟踪(MTT)技术的分离算法,其中m-D频率曲线假定为机动目标的轨迹。实验结果表明,该方法对电磁计算数据具有良好的处理效果。
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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