Design of Fuzzy Enhanced Hierarchical Motion Stabilizing Controller of Unmanned Ground Vehicle in Three DimensionalSpace

Yue Ma*, Changle Xiang, Quanmin Zhu, Qingdong Yan, Alan Winfield

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

In this paper, stabilizing control of tracked unmanned ground vehicle in 3-D space was presented. Firstly, models of major modules of tracked UGV were established. Next, to reveal the mechanism of disturbances applied on the UGV, two kinds of representative disturbances (slope and general disturbances in yaw motion) were discussed in depth. Consequently, an attempting PID method was employed to compensate the impacts of disturbances and simulation results proved the validity for disturbance incited by slope force, but revealed the lack for general disturbance on yaw motion. Finally, a hierarchical fuzzy controller combined with PID controller was proposed. In lower level, there were two PID controllers to compensate the disturbance of slope force, and on top level, the fuzzy logic controller was employed to correct the yaw motion error based on the differences between the model and the real UGV, which was able to guide the UGV maintain on the stable state. Simulation results demonstrated the excellent effectiveness of the newly designed controller.

Original languageEnglish
Pages (from-to)1168-1178
Number of pages11
JournalInternational Journal of Computational Intelligence Systems
Volume4
Issue number6
DOIs
Publication statusPublished - Dec 2011

Keywords

  • 3-D Space
  • Fuzzy Logic Enhanced
  • Ground Disturbances
  • Hierarchical Control
  • Stabilizing
  • Unmanned Ground Vehicle

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