Doppler Radar-Based Target Localization Algorithm Combining Adaptive Linear Chirplet Transform and Frequency Compensation

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-09-17 DOI:10.1109/TAES.2024.3462907
Yiqun Peng;Yipeng Ding;Jiaxuan Cao;Bowen Tang;Yaxuan Jiang
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Abstract

When using Doppler through-wall radar for target localization, it is necessary to extract the target's instantaneous frequency (IF) from the time–frequency distribution (TFD) of the echoes. However, the TFD of the echo often has time–frequency aliasing, such as intersecting or overlapping time–frequency ridges, thereby rendering the extraction of the IF a highly challenging task. This article presents a target localization algorithm that combines adaptive linear chirplet transform (ALCT) and frequency compensation, which can accurately extract the IF curve of target signal. This method first enhances the time–frequency energy concentration of the tracking target through ALCT and extracts its IF from the enhanced TFD. Then, the target's IF value is compensated using the redundant Fourier model, resulting in obtaining the corrected IF curve. Finally, the target trajectory is synthesized based on the corrected IF curve, enabling precise target positioning. The experimental results show that the proposed method not only enhances the time–frequency energy concentration of the target, but also accurately extracts the target's IF curve, especially for signals with time–frequency aliasing, compared with the traditional localization methods.
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结合自适应线性啁啾变换和频率补偿的基于多普勒雷达的目标定位算法
利用多普勒穿壁雷达进行目标定位时,需要从回波的时频分布(TFD)中提取目标的瞬时频率。然而,回波的TFD通常具有时频混叠,例如交叉或重叠的时频脊,从而使中频的提取成为一项极具挑战性的任务。提出了一种结合自适应线性小波变换(ALCT)和频率补偿的目标定位算法,能够准确提取目标信号的中频曲线。该方法首先通过ALCT增强跟踪目标的时频能量集中,并从增强的TFD中提取其中频。然后,利用冗余傅立叶模型对目标的中频值进行补偿,得到校正后的中频曲线。最后,根据修正后的中频曲线合成目标轨迹,实现目标精确定位。实验结果表明,与传统的定位方法相比,该方法不仅提高了目标的时频能量集中,而且能够准确地提取目标的中频曲线,特别是对于具有时频混叠的信号。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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