增强三维成像激光雷达的功能:综述

IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING
Xingsheng Liu , Anhu Li , Jincai Wu
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引用次数: 0

摘要

光探测和测距(LiDAR)技术作为无人系统三维(3D)感知的重要方法,在许多蓬勃发展的领域显示出巨大的潜力,已经引起了广泛的兴趣并经历了快速发展。由于对更复杂和多样化应用的新需求,激光雷达的功能日益增强。本文对三维成像激光雷达及其性能增强方法的研究进展进行了系统综述。介绍了激光雷达的基本结构和距离测量和波束扫描的基本原理。从探测距离、视场和分辨率、成像速度、精度和稳定性以及信息融合等方面进一步探讨了提高激光雷达三维成像性能的研究方向和进展。通过定量评价和定性讨论,比较了具有代表性的三维成像激光雷达方案的优缺点。最后,总结了三维成像激光雷达在系统设计集成、成像模式扩展和多传感器融合方面的发展趋势。旨在为未来3D成像激光雷达的探索和应用提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing the functionalities of three-dimensional imaging LiDAR: A review
Light detection and ranging (LiDAR) technology has garnered broad interest and experienced rapid growth as an essential approach to three-dimensional (3D) perception for unmanned systems, which exhibit significant potential in many flourishing fields. Motivated by the emerging need for more complex and diverse applications, LiDAR has been increasingly developed with enhanced functionalities. In this paper, we present a systematic review of the advances in 3D imaging LiDAR and its performance enhancement methods. The basic LiDAR architecture is demonstrated with fundamental principles in distance measurement and beam scanning. The research directions and progress in enhancing the 3D imaging performance of LiDAR are further discussed in terms of detection range, field of view and resolution, imaging speed, accuracy and stability, as well as information fusion. The representative 3D imaging LiDAR schemes are compared through quantitative evaluation and qualitative discussion about their strengths and limitations. Finally, we summarize the development trends of 3D imaging LiDAR towards system design integration, imaging mode expansion and multi-sensor fusion. It is intended to offer valuable insights for the exploration and application of 3D imaging LiDAR in future.
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来源期刊
CiteScore
7.40
自引率
5.60%
发文量
177
审稿时长
46 days
期刊介绍: Precision Engineering - Journal of the International Societies for Precision Engineering and Nanotechnology is devoted to the multidisciplinary study and practice of high accuracy engineering, metrology, and manufacturing. The journal takes an integrated approach to all subjects related to research, design, manufacture, performance validation, and application of high precision machines, instruments, and components, including fundamental and applied research and development in manufacturing processes, fabrication technology, and advanced measurement science. The scope includes precision-engineered systems and supporting metrology over the full range of length scales, from atom-based nanotechnology and advanced lithographic technology to large-scale systems, including optical and radio telescopes and macrometrology.
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