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        <title>en:yanding:成像质量评价:工具:激光雷达:测距能力</title>
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测距能力

一、前言

测距能力是评价激光雷达探测性能的关键基础指标，直接定义了系统数字化物理世界的$P_t$$A_r$$\alpha$$R$$\sqrt{\rho}$$R \propto \sqrt{\rho}$$$P_r = P_t \cdot \frac{A_r}{R^2} \cdot \rho \cdot \eta_{sys} \cdot \exp(-2\alpha R)$$$P_r$$P_t$$A_r$$R$$\rho$$\eta_{sys}$$\alpha$</description>
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        <title>en:yanding:成像质量评价:工具:激光雷达:激光雷达</title>
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激光雷达

一、什么是激光雷达？

激光雷达（LiDAR）是一种通过发射激光束并解析回波信号（如飞行时间 ToF 或频率差 FMCW等）来获取目标精确维度及空间构型的主动传感技术。相比依赖环境光的被动成像方案（如摄像头），激光雷达具备较强的抗光照干扰能力，在极暗或强逆光条件下仍能稳定输出厘米级精度的三维点云数据，是实现物理环境数字化重构的关键手段。\(\Delta t\)$d = \frac{c \cdot \Delta t}{2}$$(x, y, z)$…</description>
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        <title>en:yanding:成像质量评价:工具:激光雷达:点云</title>
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点云 (Point Cloud)

一、定义：

点云是激光雷达输出的对三维空间获取的点的集合。它通过记录激光脉冲在物体表面的反射，将物理世界的几何形状转化为海量离散的空间坐标点，是自动驾驶环境感知、定位与高精地图构建等的核心底层数据。</description>
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        <title>en:yanding:成像质量评价:工具:激光雷达:角度分辨率</title>
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角度分辨率

一、什么是角度分辨率？

角度分辨率是指激光雷达在扫描探测过程中，相邻两个激光探测点主轴线在测距中心处所形成的夹角。根据扫描方向，可分为$\Delta L$$$\Delta L = d \cdot \tan(\theta) \approx d \cdot \theta \quad (\theta \text{ 以弧度计})$$$(d_{\text{Nmin}} + 1\ \text{m})_{-5}^{+5}\ \text{cm}$…</description>
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        <title>en:yanding:成像质量评价:工具:激光雷达:调频连续波fmcw</title>
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调频连续波FMCW

一. 定义与原理：

调频连续波FMCW (Frequency Modulated Continuous Wave) 是一种基于相干检测技术的高阶感知方案。不同于传统 ToF（飞行时间法）通过脉冲“打表计时”，FMCW 发射的是频率随时间受控变化的连续激光束。它利用波的干涉原理，测量回波与当前发射信号之间的$\Delta t$$\Delta t/2$$c$$3 \times 10^8 \, \text{m/s}$$$r = \frac{\Delta t}{2} \times c$$$f_d$$\lambda$$$v = \frac{f_d \times \lambda}{2}$$…</description>
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        <dc:date>2026-07-09T11:14:26+00:00</dc:date>
        <dc:creator>Anonymous (anonymous@undisclosed.example.com)</dc:creator>
        <title>en:yanding:成像质量评价:工具:激光雷达:飞行时间法tof</title>
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飞行时间法ToF

飞行时间法（Time of Flight，简称 ToF）是一种通过测量光、声或颗粒在介质中飞行一段距离所需的时间，来获取目标物体深度或距离的传感技术。$\Delta t$$ c $$$d = \frac{c \cdot \Delta t}{2}$$</description>
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