Ultrawideband coupled relative positioning algorithm applicable to flight controller for multidrone collaboration

IF 1.3 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC ETRI Journal Pub Date : 2023-10-29 DOI:10.4218/etrij.2023-0128
Jeonggi Yang, Soojeon Lee
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引用次数: 1

Abstract

In this study, we introduce a loosely coupled relative position estimation method that utilizes a decentralized ultrawideband (UWB), Global Navigation Support System and inertial navigation system for flight controllers (FCs). Key obstacles to multidrone collaboration include relative position errors and the absence of communication devices. To address this, we provide an extended Kalman filter-based algorithm and module that correct distance errors by fusing UWB data acquired through random communications. Via simulations, we confirm the feasibility of the algorithm and verify its distance error correction performance according to the amount of communications. Real-world tests confirm the algorithm's effectiveness on FCs and the potential for multidrone collaboration in real environments. This method can be used to correct relative multidrone positions during collaborative transportation and simultaneous localization and mapping applications.

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适用于多机协同飞行控制器的超宽带耦合相对定位算法
在这项研究中,我们介绍了一种松耦合的相对位置估计方法,该方法利用分散超宽带(UWB)、全球导航支持系统和飞行控制器惯性导航系统(FC)。多脑协作的主要障碍包括相对位置误差和缺乏通信设备。为了解决这一问题,我们提供了一种基于扩展卡尔曼滤波器的算法和模块,该算法和模块通过融合通过随机通信获取的UWB数据来校正距离误差。通过仿真验证了该算法的可行性,并根据通信量验证了算法的距离纠错性能。真实世界的测试证实了该算法在FC上的有效性以及在真实环境中进行多任务协作的潜力。该方法可用于在协同运输和同时定位和绘图应用过程中校正相对多龙位置。
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来源期刊
ETRI Journal
ETRI Journal 工程技术-电信学
CiteScore
4.00
自引率
7.10%
发文量
98
审稿时长
6.9 months
期刊介绍: ETRI Journal is an international, peer-reviewed multidisciplinary journal published bimonthly in English. The main focus of the journal is to provide an open forum to exchange innovative ideas and technology in the fields of information, telecommunications, and electronics. Key topics of interest include high-performance computing, big data analytics, cloud computing, multimedia technology, communication networks and services, wireless communications and mobile computing, material and component technology, as well as security. With an international editorial committee and experts from around the world as reviewers, ETRI Journal publishes high-quality research papers on the latest and best developments from the global community.
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