Delay Compensation on Fuzzy Trajectory Tracking Control of Omni-Directional Mobile Robots
Authors
Abstract:
This paper presents a delay compensator fuzzy control for trajectory tracking of omni-directional mobile robots. Fuzzy logic control (FLC) of the robots is a suitable strategy for dealing with model uncertainties, nonlinearities and disturbances. On the other hand, in many robotic applications such as mobile robots, delay phenomenon is able to substantially deteriorate the behavior of system's performance if not considered in the controller design. In this work, a delay compensator strategy is employed in order to eliminate the influence of dead time problem. On the other hand, a discrete-time kinematic model is presented for high level control of SSL soccer robots. Also, the model uncertainties are considered as multiplicative parameters and external random disturbances are noticed as additive parameters. The simulation experiments as well as real system experiments demonstrate that the proposed method handles both constant time delay and uncertainties with a small tracking error in comparison with pure fuzzy control.
similar resources
delay compensation on fuzzy trajectory tracking control of omni-directional mobile robots
this paper presents a delay compensator fuzzy control for trajectory tracking of omni-directional mobile robots. fuzzy logic control (flc) of the robots is a suitable strategy for dealing with model uncertainties, nonlinearities and disturbances. on the other hand, in many robotic applications such as mobile robots, delay phenomenon is able to substantially deteriorate the behavior of system's...
full textTrajectory Tracking Control Based on Adaptive Neural Dynamics for Four-wheel Drive Omni- Directional Mobile Robots
Article history: Received: 24.01.2014. Received in revised form: 05.03.2014. Accepted: 10.03.2014. There is usually the speed jump problem existing in conventional back-stepping tracking control for four-wheel drive omni-directional mobile robots, a trajectory tracking controller based on adaptive neural dynamics model is proposed. Because of the smoothness and boundedness of the output from th...
full textTrajectory Tracking for Omni-directional Mobile Robots Based on Restrictions of the Motor’s Velocities
In this paper, we propose an algorithm that combine the restriction on motor’s velocities and the kinematic model of Omni-Directional mobile robots to improve the trajectory’s following. The algorithm verifies the reference velocities of the robot and redefine them if necessary, in order to prevent possible saturation on motor’s velocities. Simulation results of the algorithm applied to an omni...
full textpolynomial optimal trajectory planning and obstacle aviodance for omni-directional mobile robots in dynamic environments
this paper presents a parameterization method to optimal trajectory planning and dynamic obstacle avoidance for omni-directional robots. the aim of trajectory planning is minimizing a quadratic cost function while a maximum limitation on velocity and acceleration of robot is considered. first, we parameterize the trajectory using polynomial functions with unknown coefficients which transforms t...
full textTrajectory control and modelling of an omni-directional mobile robot
Abstract: This paper presents a trajectory controller for an omni-directional mobile robot. The controller presents important features, as the possibility of defining different translation velocities and angular positions to the robot during the trajectory following. The parameters of the controller are optimizated based on trajectory following simulations, with the mobile robot model. Simulati...
full textTrajectory tracking of under-actuated nonlinear dynamic robots: Adaptive fuzzy hierarchical terminal sliding-mode control
In recent years, underactuated nonlinear dynamic systems trajectory tracking, such as space robots and manipulators with structural flexibility, has become a major field of interest due to the complexity and high computational load of these systems. Hierarchical sliding mode control has been investigated recently for these systems; however, the instability phenomena will possibly occur, especia...
full textMy Resources
Journal title
volume 45 issue 2
pages 57- 64
publication date 2015-09-23
By following a journal you will be notified via email when a new issue of this journal is published.
Hosted on Doprax cloud platform doprax.com
copyright © 2015-2023