Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems
With rapid advancements in artificial intelligence and mobile robots, some of the tedious yet simple jobs in modern libraries, like book accessing and returning (BAR) operations that had been fulfilled manually before, could be undertaken by robots. Due to the limited accuracies of the existing posi...
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sg-ntu-dr.10356-1058322019-12-06T21:58:52Z Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems Yu, Xiaojun Fan, Zeming Wan, Hao He, Yuye Du, Junye Li, Nan Yuan, Zhaohui Xiao, Gaoxi School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering Robots Positioning and Navigation With rapid advancements in artificial intelligence and mobile robots, some of the tedious yet simple jobs in modern libraries, like book accessing and returning (BAR) operations that had been fulfilled manually before, could be undertaken by robots. Due to the limited accuracies of the existing positioning and navigation (P&N) technologies and the operational errors accumulated within the robot P&N process, however, most of the current robots are not able to fulfill such high-precision operations. To address these practical issues, we propose, for the first time (to the best of our knowledge), to combine the binocular vision and Quick Response (QR) code identification techniques together to improve the robot P&N accuracies, and then construct an autonomous library robot for high-precision BAR operations. Specifically, the binocular vision system is used for dynamic digital map construction and autonomous P&N, as well as obstacle identification and avoiding functions, while the QR code identification technique is responsible for both robot operational error elimination and robotic arm BAR operation determination. Both simulations and experiments are conducted to verify the effectiveness of the proposed technique combination, as well as the constructed robot. Results show that such a technique combination is effective and robust, and could help to significantly improve the P&N and BAR operation accuracies, while reducing the BAR operation time. The implemented autonomous robot is fully-autonomous and cost-effective, and may find applications far beyond libraries with only sophisticated technologies employed. Published version 2019-06-14T08:05:45Z 2019-12-06T21:58:52Z 2019-06-14T08:05:45Z 2019-12-06T21:58:52Z 2019 Journal Article Yu, X., Fan, Z., Wan, H., He, Y., Du, J., Li, N., . . . Xiao, G. (2019). Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems. Sensors, 19(4), 783-. doi:10.3390/s19040783 1424-8220 https://hdl.handle.net/10356/105832 http://hdl.handle.net/10220/48780 http://dx.doi.org/10.3390/s19040783 en Sensors © 2019 The Authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). 26 p. application/pdf |
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DRNTU::Engineering::Electrical and electronic engineering Robots Positioning and Navigation Yu, Xiaojun Fan, Zeming Wan, Hao He, Yuye Du, Junye Li, Nan Yuan, Zhaohui Xiao, Gaoxi Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems |
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With rapid advancements in artificial intelligence and mobile robots, some of the tedious yet simple jobs in modern libraries, like book accessing and returning (BAR) operations that had been fulfilled manually before, could be undertaken by robots. Due to the limited accuracies of the existing positioning and navigation (P&N) technologies and the operational errors accumulated within the robot P&N process, however, most of the current robots are not able to fulfill such high-precision operations. To address these practical issues, we propose, for the first time (to the best of our knowledge), to combine the binocular vision and Quick Response (QR) code identification techniques together to improve the robot P&N accuracies, and then construct an autonomous library robot for high-precision BAR operations. Specifically, the binocular vision system is used for dynamic digital map construction and autonomous P&N, as well as obstacle identification and avoiding functions, while the QR code identification technique is responsible for both robot operational error elimination and robotic arm BAR operation determination. Both simulations and experiments are conducted to verify the effectiveness of the proposed technique combination, as well as the constructed robot. Results show that such a technique combination is effective and robust, and could help to significantly improve the P&N and BAR operation accuracies, while reducing the BAR operation time. The implemented autonomous robot is fully-autonomous and cost-effective, and may find applications far beyond libraries with only sophisticated technologies employed. |
author2 |
School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Yu, Xiaojun Fan, Zeming Wan, Hao He, Yuye Du, Junye Li, Nan Yuan, Zhaohui Xiao, Gaoxi |
format |
Article |
author |
Yu, Xiaojun Fan, Zeming Wan, Hao He, Yuye Du, Junye Li, Nan Yuan, Zhaohui Xiao, Gaoxi |
author_sort |
Yu, Xiaojun |
title |
Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems |
title_short |
Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems |
title_full |
Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems |
title_fullStr |
Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems |
title_full_unstemmed |
Positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and QR code identification systems |
title_sort |
positioning, navigation, and book accessing/returning in an autonomous library robot using integrated binocular vision and qr code identification systems |
publishDate |
2019 |
url |
https://hdl.handle.net/10356/105832 http://hdl.handle.net/10220/48780 http://dx.doi.org/10.3390/s19040783 |
_version_ |
1681041521557635072 |