Multitaper Time-Frequency Reassigned Spectrogram in Micro-Doppler Radar Signal Analysis

K. Abratkiewicz, P. Samczyński
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引用次数: 5

Abstract

This paper presents the concept of using the multitaper time-frequency (TF) reassigned spectrogram in the context of micro-Doppler signal analysis used in radar applications. Firstly, the theoretical background essential for understanding the further analysis and implementation of the considered method is presented. The authors give a detailed description of the multitaper TF reassignment technique and its advantages, such as improved component separability on a plane. Next, simulation results highlighting the advantages of multitaper reassignment in the context of applying it in micro-Doppler analyses are illustrated. The numerical experiment is thoroughly examined from the perspective of micro-Doppler applications, allowing the components which contribute the most to remain visible on the TF distribution. Finally, real data collected by a compact short-range radar system is processed, verifying the use of the proposed technique in real operating radars by energy concentration and averaging noise.
微多普勒雷达信号分析中的多锥度时频重分配谱图
本文提出了在雷达微多普勒信号分析中使用多锥度时频重分配谱图的概念。首先,介绍了进一步分析和实现所考虑的方法所必需的理论背景。详细介绍了多锥度TF重分配技术及其优点,如提高了零件在平面上的可分性。其次,仿真结果突出了多锥重分配在微多普勒分析中应用的优势。数值实验从微多普勒应用的角度进行了彻底的检查,允许贡献最大的分量在TF分布上保持可见。最后,对一个小型近程雷达系统采集的实际数据进行了处理,通过能量集中和平均噪声验证了该技术在实际工作雷达中的应用。
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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