Resolution Enhancement for mmWave Radar With Matrix Pencil-Based Coherent Extension

IF 4.3 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Zhenyu Wu;Yipeng Li;Tingkai Hu;Chuandong Li;Zhen Luo
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引用次数: 0

Abstract

In this letter, a super-resolution strategy for millimeter-wave (mmWave) radar is proposed. The matrix pencil method is employed to estimate the principal components of radar signals, and the phase differences between successive chirps are compensated by reconstructing inter-chirp signals based on the estimated parameters. By coherently combining successive chirps, the equivalent bandwidth of the radar signal is significantly increased. The resolution improvements over existing algorithms are verified through simulations in practical scenarios. The proposed method shows potential to improve performance in vital sign detection and other life-care radar applications.
基于矩阵铅笔相干扩展的毫米波雷达分辨率增强
本文提出了一种毫米波(mmWave)雷达的超分辨率策略。采用矩阵铅笔法估计雷达信号的主成分,并根据估计的参数重构啁啾间信号来补偿连续啁啾之间的相位差。通过对连续啁啾的相干组合,雷达信号的等效带宽显著提高。通过实际场景的仿真验证了该算法在分辨率上的改进。该方法在生命体征检测和其他生命护理雷达应用中显示出提高性能的潜力。
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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来源期刊
CiteScore
7.70
自引率
9.30%
发文量
59
审稿时长
3.3 months
期刊介绍: The main focus for the IEEE Transactions on Consumer Electronics is the engineering and research aspects of the theory, design, construction, manufacture or end use of mass market electronics, systems, software and services for consumers.
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