Open-Source LiDAR Time Synchronization System by Mimicking GNSS-clock

M. Faizullin, A. Kornilova, G. Ferrer
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引用次数: 9

Abstract

Data fusion algorithms that employ LiDAR measurements, such as Visual-LiDAR, LiDAR-Inertial, or Multiple LiDAR Odometry and simultaneous localization and mapping (SLAM) rely on precise timestamping schemes that grant synchronicity to data from LiDAR and other sensors. Poor synchronization performance, due to incorrect timestamping procedure, may negatively affect the algorithms’ state estimation results. To provide highly accurate and precise synchronization between the sensors, we introduce an open-source hardware-software LiDAR to other sensors time synchronization system that exploits a dedicated hardware LiDAR time synchronization interface by providing emulated GNSS-clock to this interface, no physical GNSS-receiver is needed. The emulator is based on a general-purpose microcontroller and, due to concise hardware and software architecture, can be easily modified or extended for synchronization of sets of different sensors such as cameras, inertial measurement units (IMUs), wheel encoders, other Li-DARs, etc. In the paper, we provide an example of such a system with synchronized LiDAR and IMU sensors. We conducted an evaluation of the sensors synchronization accuracy and precision, and state 1 μs performance. We compared our results with timestamping provided by ROS software and by a LiDAR inner clocking scheme to underline clear advantages over these two baseline methods.
模拟gnss时钟的开源激光雷达时间同步系统
采用激光雷达测量的数据融合算法,如视觉激光雷达、激光雷达惯性测量或多激光雷达测程以及同步定位和测绘(SLAM),依赖于精确的时间戳方案,使激光雷达和其他传感器的数据具有同同性。由于时间戳过程不正确,同步性能较差,可能会影响算法的状态估计结果。为了在传感器之间提供高精度的同步,我们将开源的硬件软件LiDAR引入到其他传感器时间同步系统中,该系统利用专用的硬件LiDAR时间同步接口,通过向该接口提供仿真gnss时钟,无需物理gnss接收器。该仿真器基于通用微控制器,由于硬件和软件架构简洁,可以很容易地修改或扩展,以同步不同的传感器,如相机,惯性测量单元(imu),车轮编码器,其他li - dar等。在本文中,我们提供了一个具有同步LiDAR和IMU传感器的系统示例。对传感器的同步精度、精度和状态1 μs性能进行了评价。我们将结果与ROS软件提供的时间戳和LiDAR内部时钟方案进行了比较,以强调这两种基线方法的明显优势。
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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