Constrained fuzzy stabilization for mobile robots with laser-range-finder localization

Chung Hsun Sun, Hsuan Chen, Hsiang Chieh Chen

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, the fuzzy position and posture stabilization for the differentially-driven wheeled mobile robot (WMR) with laser range finder (LRF) localization is investigated. The position and posture of the WMR are sensing by the LRF with inertial measurement unit (IMU). The position and posture stabilization is based on the Takagi-Sugeno (T-S) fuzzy model of the mobile robot represented in polar kinematics. The position and posture stabilization of the T-S fuzzy model based control design follows the Lyapunov stabilization method. Moreover, the constraint on the LRF-based localization is considered in the control design. Finally, the position and posture stabilization experiments are carried out on a mobile robot with LRF-based localization to prove the effectiveness of proposed T-S fuzzy model based control strategy.

Original languageEnglish
Title of host publicationIFSA-SCIS 2017 - Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509049172
DOIs
StatePublished - 30 Aug 2017
Event17th Joint World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, IFSA-SCIS 2017 - Otsu, Japan
Duration: 27 Jun 201730 Jun 2017

Publication series

NameIFSA-SCIS 2017 - Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems

Conference

Conference17th Joint World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, IFSA-SCIS 2017
Country/TerritoryJapan
CityOtsu
Period27/06/1730/06/17

Keywords

  • fuzzy model based control
  • laser range finder
  • wheeled mobile robot

Fingerprint

Dive into the research topics of 'Constrained fuzzy stabilization for mobile robots with laser-range-finder localization'. Together they form a unique fingerprint.

Cite this