Relative localization estimation for multiple robots via the rotating ultra-wideband tag
Most distributed algorithms for robot coordination require relative location information, but how to obtain relative locations in a distributed manner is still a primary problem to address in multi-robot applications. In order to obtain the relative locations between robots, no matter whether they a...
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sg-ntu-dr.10356-1699182023-08-15T02:07:21Z Relative localization estimation for multiple robots via the rotating ultra-wideband tag Liu, Jinxin Hu, Guoqiang School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Localization Multi-Robot Systems Most distributed algorithms for robot coordination require relative location information, but how to obtain relative locations in a distributed manner is still a primary problem to address in multi-robot applications. In order to obtain the relative locations between robots, no matter whether they are in relative motion or stationary situation, we design a rotating ultra-wideband tag to provide the persistency of excitation condition and two estimation algorithms to estimate the relative locations in a distributed manner. Moreover, our approach relies only on on-board sensors and requires only one ultra-wideband tag per robot, eliminating the need for any ground anchors, thus allowing deployment in GNSS-denied environments without range restrictions. The proposed approach in this letter is also tested in simulations and experiments to verify the theoretical findings and effectiveness in practice. Ministry of Education (MOE) National Research Foundation (NRF) This work was supported in part by the National Research Foundation, Singapore through its Medium Sized Center for Advanced Robotics Technology Innovation and in part by the Singapore Ministry of Education Academic Research Fund Tier 1 under Grant RG180/17(2017-T1-002-158). 2023-08-15T02:07:21Z 2023-08-15T02:07:21Z 2023 Journal Article Liu, J. & Hu, G. (2023). Relative localization estimation for multiple robots via the rotating ultra-wideband tag. IEEE Robotics and Automation Letters, 8(7), 4187-4194. https://dx.doi.org/10.1109/LRA.2023.3280802 2377-3766 https://hdl.handle.net/10356/169918 10.1109/LRA.2023.3280802 2-s2.0-85161048120 7 8 4187 4194 en RG180/17(2017-T1-002-158) IEEE Robotics and Automation Letters © 2023 IEEE. All rights reserved. |
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Engineering::Electrical and electronic engineering Localization Multi-Robot Systems Liu, Jinxin Hu, Guoqiang Relative localization estimation for multiple robots via the rotating ultra-wideband tag |
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Most distributed algorithms for robot coordination require relative location information, but how to obtain relative locations in a distributed manner is still a primary problem to address in multi-robot applications. In order to obtain the relative locations between robots, no matter whether they are in relative motion or stationary situation, we design a rotating ultra-wideband tag to provide the persistency of excitation condition and two estimation algorithms to estimate the relative locations in a distributed manner. Moreover, our approach relies only on on-board sensors and requires only one ultra-wideband tag per robot, eliminating the need for any ground anchors, thus allowing deployment in GNSS-denied environments without range restrictions. The proposed approach in this letter is also tested in simulations and experiments to verify the theoretical findings and effectiveness in practice. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Liu, Jinxin Hu, Guoqiang |
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Article |
author |
Liu, Jinxin Hu, Guoqiang |
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Liu, Jinxin |
title |
Relative localization estimation for multiple robots via the rotating ultra-wideband tag |
title_short |
Relative localization estimation for multiple robots via the rotating ultra-wideband tag |
title_full |
Relative localization estimation for multiple robots via the rotating ultra-wideband tag |
title_fullStr |
Relative localization estimation for multiple robots via the rotating ultra-wideband tag |
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Relative localization estimation for multiple robots via the rotating ultra-wideband tag |
title_sort |
relative localization estimation for multiple robots via the rotating ultra-wideband tag |
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2023 |
url |
https://hdl.handle.net/10356/169918 |
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1779156493846708224 |