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Minimum Jerk Trajectory Generation for Differential Wheeled Mobile Robots

Authors: R. Palamakumbura, D. H. S. Maithripala, C. F. Martin

Published: 2013 (Conference Paper)

Source: IEEE International Conference on Industrial and Information Systems (ICIIS)

Algorithm: Minimum-Jerk Trajectory Generation

DOI: 10.1109/ICIInfS.2013.6732028

Summary

Proposes a minimum jerk trajectory generation method for differential wheeled mobile robots, based on solving a finite-dimensional unconstrained nonlinear optimization problem.

Abstract

In this paper we present a trajectory generation scheme for approximate way point tracking for a nonholonomic differential wheeled mobile robot. The generated trajectories are guaranteed to satisfy the nonholonomic dynamics and minimizes the jerk of the center of mass motion of the robot. Minimizing jerk is desirable to ensure the smoothness of the trajectories and is often necessary to ensure physical hardware limitations of the electromagnetic actuators, prevent undesirable induced vibrations, and ensure comfort of the passengers. The problem is naturally formulated in the setting of a constrained optimal control problem. The paper presents a way of reducing the computationally intensive infinite dimensional optimal control solution to that of a finite dimensional nonlinear programming problem that can be easily solved using any of the existing fast numerical algorithms and thus making the scheme realtime implementable.

Primary

Paper researchgate.net

Standard

DOI 10.1109/ICIInfS.2013.6732028

Alternate

ieeexplore.ieee.org ieeexplore.ieee.org

Tags

  • Trajectory generation

  • Minimum jerk

  • Differential drive

  • Mobile robots

  • Smooth trajectories