用于FMCW激光雷达的双匹配滤波器:实现更好的距离和速度测量

IF 5 2区 物理与天体物理 Q1 OPTICS
Peng Zhang , Minghua Chen
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引用次数: 0

摘要

调频连续波激光雷达作为一种重要的速度和距离测量工具,在许多方面都显示出广阔的应用前景。针对传统的激光雷达信号处理方法存在的不足,本文提出了一种双匹配滤波方法。一个匹配滤波器通过分析不同时间间隔的距离差来推导运动目标的速度,另一个匹配滤波器通过处理局部参考和下变频反射信号来进行距离测量。理论分析表明,该方法与传统方法相比具有显著的优越性。首先,它将距离测量范围扩大了一倍,有效地解决了传统方法固有的范围限制。其次,它克服了近距离高速测量的关键挑战,这是传统系统一直存在的缺点。此外,该方法将距离和速度测量精度和分辨率保持在与传统方法相当或更好的水平。最重要的是,该方法的信噪比提高了9.5 dB。此外,在19.8 MHz、198 MHz和396 MHz的非线性调频误差下,与传统方法相比,该方法始终具有更高的频谱分辨率。本研究可为该领域的研究人员提供技术指导和新思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual matched filter for FMCW lidar: Enabling better range and velocity measurements
Frequency modulated continuous wave lidar, as an important tool to measure velocity and distance, has shown promising prospects in many applications. To address the shortcomings of conventional signal processing methods applied to this type of lidar, a dual matched filter method is proposed in this article. One matched filter is used to derive the velocity of moving target by analyzing the range difference over distinct time intervals, the other one is employed for range measurement by processing the local reference and down-coverted reflected signal. The theoretical analysis demonstrates that the proposed method offers significant advantages over conventional method. Firstly, it doubles the distance measurement range, effectively addressing the inherent range limitations of traditional method. Secondly, it overcomes the critical challenge of close-range high-speed measurement, which remains a persistent drawback in conventional systems. Furthermore, the method maintains distance and velocity measurement precision and resolution at levels comparable to or better than those of traditional method. Crucially, the proposed method achieves a 9.5 dB improvement in signal-to-noise ratio. Additionally, under nonlinear frequency modulation errors of 19.8 MHz, 198 MHz, and 396 MHz, the proposed method consistently delivers superior spectral resolution compared to the conventional method. This study can provide technical guidance and new ideas for researchers in this field.
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来源期刊
CiteScore
8.50
自引率
10.00%
发文量
1060
审稿时长
3.4 months
期刊介绍: Optics & Laser Technology aims to provide a vehicle for the publication of a broad range of high quality research and review papers in those fields of scientific and engineering research appertaining to the development and application of the technology of optics and lasers. Papers describing original work in these areas are submitted to rigorous refereeing prior to acceptance for publication. The scope of Optics & Laser Technology encompasses, but is not restricted to, the following areas: •development in all types of lasers •developments in optoelectronic devices and photonics •developments in new photonics and optical concepts •developments in conventional optics, optical instruments and components •techniques of optical metrology, including interferometry and optical fibre sensors •LIDAR and other non-contact optical measurement techniques, including optical methods in heat and fluid flow •applications of lasers to materials processing, optical NDT display (including holography) and optical communication •research and development in the field of laser safety including studies of hazards resulting from the applications of lasers (laser safety, hazards of laser fume) •developments in optical computing and optical information processing •developments in new optical materials •developments in new optical characterization methods and techniques •developments in quantum optics •developments in light assisted micro and nanofabrication methods and techniques •developments in nanophotonics and biophotonics •developments in imaging processing and systems
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