Worcester Polytechnic Institute Electronic Theses and Dissertations Collection

Title page for ETD etd-050414-225853


Document Typethesis
Author NameWang, Shiwei
Email Address swang at wpi.edu
URNetd-050414-225853
TitleMotion Control for Intelligent Ground Vehicles Based on the Selection of Paths Using Fuzzy Inference
DegreeMS
DepartmentElectrical & Computer Engineering
Advisors
  • Taskin Padir, Advisor
  • Xinming Huang, Committee Member
  • Fred J. Looft III, Committee Member
  • Keywords
  • motion control
  • path planning
  • Matlab simulation
  • fuzzy inference
  • unmanned ground vehicle
  • robot operating system
  • Date of Presentation/Defense2014-05-04
    Availability unrestricted

    Abstract

    In this paper I describe a motion planning technique for intelligent ground vehicles. The technique is an implementation of a path selection algorithm based on fuzzy inference. The approach extends on the motion planning algorithm known as driving with tentacles. The selection of the tentacle (a drivable path) to follow relies on the calculation of a weighted cost function for each tentacle in the current speed set, and depends on variables such as the distance to the desired position, speed, and the closeness of a tentacle to any obstacles. A Matlab simulation and the practical implementation of the fuzzy inference rule on a Clearpath Husky robot within the Robot Operating System (ROS) framework are provided.

    Files
  • swang_thesis_final.pdf

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