A PERFORMANCE ANALYSIS ON DRONE LOCO POSITIONING SYSTEM FOR TWO-WAY RANGING PROTOCOL

Q4 Earth and Planetary Sciences
Timothy Scott Chu, A. Chua, E. Sybingco, M. A. Roque
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Abstract

Localization is vital in UAV operation as it monitors the position of each drone in a workspace. Existing localization techniques such as GPS are limited for outdoor implementations and cannot be implemented inside closed spaces or GPS denied areas. To address this concern localization techniques, such as vision systems and radio systems, are developed. The drawback of vision systems is the cost of implementation as the system usually requires multiple cameras strategically positioned around the experimental space to monitor the aerial drone’s position and orientation. Radio localization, on the other hand, is a cheaper alternative for indoor localization as it requires only a set of anchor and tags that communicates through a certain radio frequency; however, experimental setups and materials on this localization technique is limited at this time. This paper offers an analysis of the performance of the loco positioning system, a form of radio localization, through varying configurations for swarm drone applications. The Loco Positioning System possesses two protocols; and this paper focuses on the Two-Way Ranging protocol. The study presents different setup configurations governed by 2 parameters; number of anchors used, and the distance set between anchors, and their corresponding performances. Data showed that an increase in anchor count from 3 to 6 decreases error from 25.96% to 8.45%, and that decreasing the distance between anchors 0.6 m to 1 m would give a minimal increase in error. Users may use these performance reports to determine their ideal setup based on the mentioned parameters.
基于双向测距协议的无人机座标定位系统性能分析
定位在无人机操作中至关重要,因为它可以监控每个无人机在工作空间中的位置。诸如GPS之类的现有定位技术仅限于户外实施,并且不能在封闭空间或GPS拒绝区域内实施。为了解决这一问题,开发了定位技术,如视觉系统和无线电系统。视觉系统的缺点是实现成本,因为该系统通常需要在实验空间周围战略性地放置多个摄像头,以监测无人机的位置和方向。另一方面,无线电定位是室内定位的一种更便宜的替代方案,因为它只需要一组通过特定射频进行通信的锚和标签;然而,目前这种定位技术的实验装置和材料是有限的。本文通过群体无人机应用的不同配置,分析了定位系统(一种无线电定位形式)的性能。Loco定位系统有两种协议:;本文主要研究双向测距协议。该研究提出了由2个参数控制的不同设置配置;使用的锚的数量、锚之间设置的距离及其相应的性能。数据显示,锚数量从3个增加到6个,误差从25.96%减少到8.45%,锚之间的距离从0.6米减少到1米,误差增加最小。用户可以使用这些性能报告来根据上述参数确定他们的理想设置。
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
ASEAN Engineering Journal
ASEAN Engineering Journal Engineering-Engineering (all)
CiteScore
0.60
自引率
0.00%
发文量
75
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