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Dynamic Range-only Localization for Multi-Robot Systems

delete2018-01-01
delete16
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OA
AI
Y
Yanjun Cao
M
Meng Li *
I
Ivan Švogor
S
Shaoming Wei
G
Giovanni Beltrame
DOI:10.1109/ACCESS.2018.2866259delete
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Abstract

Abstract

En 中文
The localization problem for multi-robot teams has been extensively studied with the goal of obtaining precise positioning information, such as required by a variety of robotic applications. This paper proposes a dynamic localization approach that exploits multiple robots equipped with range-only ultra-wideband sensors to create and maintain a common self-adaptive coordinate system. For 2-D localization, we use three robots with relative range measurements to build a global coordinate system. We recursively apply an extended Kalman filter, which results in accurate position estimates over time. We also propose a reconfiguration approach that prevents error accumulation from ultra-wideband sensors. The applicability of our approach is tested through a campaign of simulations, which show promising results.
Keywords:
Multi-robot
range-only localization
UWB
EKF
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Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

IEEE Access cover
IEEE Access
IF:
3.6
Papers:
9.8W
Citations:
29.4W

Organization

Z
Zhejiang Sci-Tech University
Scholars:
1.7W
Papers: 1.0W
Citations: 1.3W
U
universite de montreal
Scholars:
4.6W
Papers: 3.8W
Citations: 46
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