• Corpus ID: 28669781

Comparative Study of Potential Field and Sampling Algorithms for Manipulator Obstacle Avoidance

@article{Alekh2016ComparativeSO,
  title={Comparative Study of Potential Field and Sampling Algorithms for Manipulator Obstacle Avoidance},
  author={Alekh and E. S. Rahul and Rao R. Bhavani},
  journal={Control theory \& applications},
  year={2016},
  volume={9}
}
Industrial robots should be implemented with proper path planning to generate a trajectory which ensures obstacle avoidance and collision free movement. Selection of a path planning techniques need to be done only after detailed studies. This paper deals with the study and implementation of a path planning technique using potential fi eld method for a 2R robot in a given workspace with obstacles. The results are compared with Open Motion Planning Library (OMPL)which uses sampling based path… 
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16 References

Obstacle Avoidance Path Planning of Space Manipulator Based on Improved Artificial Potential Field Method

This paper proposes an approach about obstacle collision-free motion planning of space manipulator by utilizing a Configuration-Oriented Artificial Potential Field method in 3-D space environment.…

Robot Manipulator Path Planning Based on Intelligent Multi- resolution Potential Field

Robot path planning is an important part of the development of autonomous systems. Numerous strategies have been proposed in the literature regarding mobile robots but trajectory planning for…

Real-Time Obstacle Avoidance for Manipulators and Mobile Robots

  • O. Khatib
  • Computer Science
    Proceedings. 1985 IEEE International Conference on Robotics and Automation
  • 1985
This paper reformulated the manipulator con trol problem as direct control of manipulator motion in operational space—the space in which the task is originally described—rather than as control of the task's corresponding joint space motion obtained only after geometric and geometric transformation.

A survey of robotic control systems constructed by using evolutionary computations

  • K. WatanabeK. Izumi
  • Computer Science
    IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028)
  • 1999
The paper presents the latest accomplishments and explores future trends in such a field ofSoft computing techniques and identifies the identification of a dynamic model for multi-link manipulators by using neural networks with genetic algorithms.

Principles of Robot Motion: Theory, Algorithms, and Implementations [Book Review]

This text reflects the great advances that have taken place in the last ten years in robotics, including sensor-based planning, probabalistic planning, localization and mapping, and motion planning for dynamic and nonholonomic systems.

A Guide to Heuristic-based Path Planning

This work describes a family of recently developed heuristicbased algorithms used for path planning in the real world, and introduces the motivation behind each class of algorithms, and discusses their use on real robotic systems.

Reducing the Barrier to Entry of Complex Robotic Software: a MoveIt! Case Study

A case study is presented for the best practices found for lowering the barrier of entry in the MoveIt! framework, an open-source tool for mobile manipulation in ROS that allows users to quickly get basic motion planning functionality with minimal initial setup, automate its configuration and optimization, and easily customize its components.

Theory of Applied Robotics: Kinematics, Dynamics, and Control

Students, researchers, and practicing engineers alike will appreciate this user-friendly presentation of a wealth of robotics topics, most notably orientation, velocity, and forward kinematics.

Challenges in Shared-Environment Human-Robot Collaboration

This work presents and discusses four important yet underserved research questions critical to the future of sharedenvironment human-robot collaboration, and motivates the exploration of the presented research questions by relating them to existing work and representative use cases from the domains of construction and cooking.

ROS: an open-source Robot Operating System

In this paper, it is discussed how ROS relates to existing robot software frameworks, and some of the available application software which uses ROS are discussed.