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  1. 学術雑誌掲載済論文

Autonomous and Safe Navigation of Mobile Robots in Vineyard with Smooth Collision Avoidance

https://kitami-it.repo.nii.ac.jp/records/2000355
https://kitami-it.repo.nii.ac.jp/records/2000355
f26616e3-969c-408b-85af-cbb560ccd634
名前 / ファイル ライセンス アクション
agriculture-11-00954-v4.pdf agriculture-11-00954-v4.pdf (4.2 MB)
license.icon
Item type 学術雑誌論文 / Journal Article(1)
公開日 2022-12-16
タイトル
言語 en
タイトル Autonomous and Safe Navigation of Mobile Robots in Vineyard with Smooth Collision Avoidance
言語
言語 eng
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
著者 Abhijeet Ravankar

× Abhijeet Ravankar

en Abhijeet Ravankar

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Ankit A. Ravankar

× Ankit A. Ravankar

en Ankit A. Ravankar

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Arpit Rawankar

× Arpit Rawankar

en Arpit Rawankar

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Yohei Hoshino

× Yohei Hoshino

en Yohei Hoshino

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抄録
内容記述タイプ Abstract
内容記述 Abstract: In recent years, autonomous robots have extensively been used to automate several
vineyard tasks. Autonomous navigation is an indispensable component of such field robots.
Autonomous and safe navigation has been well studied in indoor environments and many algorithms
have been proposed. However, unlike structured indoor environments, vineyards pose special
challenges for robot navigation. Particularly, safe robot navigation is crucial to avoid damaging the
grapes. In this regard, we propose an algorithm that enables autonomous and safe robot navigation
in vineyards. The proposed algorithm relies on data from a Lidar sensor and does not require a GPS.
In addition, the proposed algorithm can avoid dynamic obstacles in the vineyard while smoothing
the robot’s trajectories. The curvature of the trajectories can be controlled, keeping a safe distance
from both the crop and the dynamic obstacles. We have tested the algorithm in both a simulation
and with robots in an actual vineyard. The results show that the robot can safely navigate the lanes
of the vineyard and smoothly avoid dynamic obstacles such as moving people without abruptly
stopping or executing sharp turns. The algorithm performs in real-time and can easily be integrated
into robots deployed in vineyards.
言語 en
書誌情報 en : Agriculture

巻 11, p. 954, 発行日 2021
DOI
識別子タイプ DOI
関連識別子 https://doi.org/10.3390/agriculture11100954
権利
言語 en
権利情報 © 2021 by the authors. Licensee MDPI
出版者
言語 en
出版者 MDPI
著者版フラグ
言語 en
値 publisher
出版タイプ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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