A compact RTK-GNSS device for high-precision localization of outdoor mobile robots

IF 4.2 2区 计算机科学 Q2 ROBOTICS
Sung-Jin Lee, Bit Kim, Dong-Wook Yang, Junseo Kim, Tom Parkinson, Johsan Billingham, Chulwoo Park, Jinsung Yoon, Dae-Young Lee
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Abstract

Accurate location information is crucial for ensuring the reliability of service robots, such as field vehicles and agricultural robots. These practical robots often encounter fluctuating or inclined terrains in dynamic conditions during operation. Additionally, the performance of mobile robots depends on the physical size and weight of the localization system–physically heavy systems may degrade performance. In this paper, we present a compact, lightweight RTK-GNSS device weighing under 40 g, which achieves centimeter-level accuracy across different attitudes and dynamic situations. To enhance signal reception and positioning performance, we lessen noise levels in the power circuit and radio-frequency signal conditioning using a low-dropout regulator and low-noise amplifier. Utilizing the configured device, we verified centimeter-level accuracy through experiments of tracking an unmanned ground vehicle. The potential of the device is substantiated via three application scenarios—a localization of a moving human for a wearable device, a heading estimation of a mobile robot in stationary conditions, and practical field tests in various signal-reception environments. Attributable to its compact dimensions and lightweight features, the proposed device can yield a low system strain while maintaining high accuracy and reliable performance, rendering it highly adaptable for various robotic applications.

用于室外移动机器人高精度定位的紧凑型 RTK-GNSS 设备
准确的位置信息对于确保野外车辆和农业机器人等服务机器人的可靠性至关重要。这些实用机器人在运行过程中经常会遇到波动或倾斜的动态地形。此外,移动机器人的性能还取决于定位系统的物理尺寸和重量--沉重的系统可能会降低性能。在本文中,我们介绍了一种小巧轻便的 RTK-GNSS 设备,重量不到 40 克,可在不同姿态和动态条件下实现厘米级精度。为了提高信号接收和定位性能,我们使用低压差稳压器和低噪声放大器降低了电源电路和射频信号调节中的噪声水平。利用配置好的设备,我们通过跟踪无人地面车辆的实验验证了厘米级的精度。我们通过三个应用场景证实了该设备的潜力--为可穿戴设备定位移动的人类、在静止条件下估算移动机器人的航向,以及在各种信号接收环境下进行的实际现场测试。由于体积小、重量轻,该装置在保持高精度和可靠性能的同时,还能降低系统应变,因此非常适合各种机器人应用。
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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来源期刊
Journal of Field Robotics
Journal of Field Robotics 工程技术-机器人学
CiteScore
15.00
自引率
3.60%
发文量
80
审稿时长
6 months
期刊介绍: The Journal of Field Robotics seeks to promote scholarly publications dealing with the fundamentals of robotics in unstructured and dynamic environments. The Journal focuses on experimental robotics and encourages publication of work that has both theoretical and practical significance.
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