Navigation of Omni-Directional Mobile Robot in Unstructured Environments using Fuzzy Logic Control

Mohamed Abdelwahab, Victor Parque, A. A. Abouelsoud, Ahmed M.R. Fath

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Among the existing control schemes, Fuzzy Logic (FL) is advantageous in offering robustness to uncertainty and noise in sensor readings. However, the performance of FL-based navigation strategies is well-known to be bounded by localminima risks in polygonal environments with nonconvex configurations. Here, we propose a twin-stage Fuzzy Logic scheme for autonomous navigation of mobile robots. Our exhaustive computational and real-world experiments using Robotino, an omnidirectional mobile robot architecture shows the potential to avoid local-minima and obstacle collisions, enabling the computationally efficient and adaptive FL-based behavioural modules for mobile robots.

本文言語English
ホスト出版物のタイトル2021 IEEE/SICE International Symposium on System Integration, SII 2021
出版社Institute of Electrical and Electronics Engineers Inc.
ページ684-689
ページ数6
ISBN(電子版)9781728176581
DOI
出版ステータスPublished - 2021 1 11
イベント2021 IEEE/SICE International Symposium on System Integration, SII 2021 - Virtual, Iwaki, Fukushima, Japan
継続期間: 2021 1 112021 1 14

出版物シリーズ

名前2021 IEEE/SICE International Symposium on System Integration, SII 2021

Conference

Conference2021 IEEE/SICE International Symposium on System Integration, SII 2021
国/地域Japan
CityVirtual, Iwaki, Fukushima
Period21/1/1121/1/14

ASJC Scopus subject areas

  • 人工知能
  • 情報システム
  • 情報システムおよび情報管理
  • 制御およびシステム工学
  • 産業および生産工学
  • 機械工学

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