相关实验视频
Updated: Jun 22, 2025

06:14
Simulating Imaging of Large Scale Radio Arrays on the Lunar Surface
Published on: July 30, 2020
4.9K
VA-LOAM:视觉辅助 LiDAR 计数和绘图,用于准确的自主导航
1Department of Electronic Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea.
Sensors (Basel, Switzerland)
|June 27, 2024
概括
这项研究通过整合视觉传感器来增强LiDAR测距,改善在具有挑战性的条件下性能. 这种新的方法优先考虑LiDAR数据,使用视觉来支持绘图并确保可靠的本地化.
科学领域:
- 机器人技术 机器人技术 机器人技术
- 计算机视觉 计算机视觉
- 传感器融合式传感器
背景情况:
- 对自主系统来说,口径测量性能至关重要.
- 激光雷达和视觉传感器具有互补的优缺点.
- 传统的传感器融合方法易受环境条件的影响.
研究的目的:
- 通过融合视觉和LiDAR传感器来提高计程表的性能.
- 开发一个强大的系统,克服单个传感器的局限性.
- 为了提高基于LiDAR的绘图准确性和可靠性.
主要方法:
- 集成视觉传感器与LiDAR传感器,优先处理LiDAR数据.
- 开发了一个视觉支持模块,以增强LiDAR功能匹配.
- 在使用KITTI数据集的顶级LiDAR SLAM算法上实施和评估了该方法.
主要成果:
- 显著提高了LiDAR测距性能,特别是在不利的条件下.
- 通过利用视觉数据来证明增强的LiDAR功能匹配.
- 在仅视觉或传统的融合方法失败的情况下,实现了强大的性能.
结论:
- 拟议的传感器融合战略提高了测距仪的可靠性和准确性.
- 作为视觉支持的主要传感器,LiDAR提供了卓越的性能.
- 公开发布VA-LOAM源代码有助于促进研究透明度和可重复性.
相关概念视频
Design Example: Identifying the Locations of Monuments in the Field Using Global Positioning System Device
27
Surveyors use Global Positioning System (GPS) technology to measure the precise location and elevation of points on Earth. In a recent survey, GPS receivers were used to determine the coordinates and elevations of two park monuments. The process involved careful mission planning, data collection, and correction to ensure accuracy. The survey began with mission planning to identify optimal satellite visibility and minimize Position Dilution of Precision (PDOP). A geodetic control point...
27
Field Application of Global Positioning System
42
The Global Positioning System (GPS) has become an indispensable tool in fieldwork, offering unparalleled precision and efficiency for surveying, navigation, and infrastructure development. By harnessing signals from a constellation of satellites, GPS receivers determine the location of objects with remarkable speed and accuracy, often completing calculations within a second.Advantages of Modern GPS TechnologyContemporary GPS receivers are designed to meet the practical demands of field...
42
Types of Global Positioning System Surveys
54
GPS surveying methods vary in application, accuracy, and data collection techniques, catering to diverse surveying and mapping needs. Static GPS, kinematic GPS, and real-time kinematic (RTK) surveying are widely used. Each technique offers distinct advantages.Static GPS involves placing one receiver at a known reference point and another at the target point. It collects exact positional data by observing multiple satellite ranges over an extended period, achieving centimeter-level accuracy for...
54
Relative Motion Analysis using Rotating Axes-Problem Solving
395
Consider a crane whose telescopic boom rotates with an angular velocity of 0.04 rad/s and angular acceleration of 0.02 rad/s2. Along with the rotation, the boom also extends linearly with a uniform speed of 5 m/s. The extension of the boom is measured at point D, which is measured with respect to the fixed point C on the other end of the boom. For the given instant, the distance between points C and D is 60 meters.
Here, in order to determine the magnitude of velocity and acceleration for point...
Here, in order to determine the magnitude of velocity and acceleration for point...
395
Topographic Surveying and Contours
74
Topographic surveying is critical for documenting the Earth's surface, focusing on capturing elevations, slopes, and natural and man-made features. It is essential in construction planning, water resource management, and land-use analysis. The primary outcome of such surveys is a topographic map, which uses contour lines to visually represent the shape and slope of the terrain, providing valuable insights into the landscape's characteristics.Contour lines are fundamental to understanding the...
74
Introduction to Global Positioning System
55
The Global Positioning System (GPS) revolutionized positioning on Earth, providing precise location data through satellite ranging. The GPS system was developed in 1978 by the U.S. Department of Defense for military use, and it became available for civilian applications in 1983, transforming fields including navigation, fleet management, and time synchronization for telecommunications systems.GPS consists of satellites in medium Earth orbit, about 20,200 kilometers above the surface,...
55

