A simple and effective method for trajectory tracking of robotic manipulator is proposed. The first step is to employ a neural network to learn the characteristics of the inverse dynamics of the robotic manipulator in an off-line manner. Then the neural network is placed in series with the robotic m
Operational space trajectory tracking control of robot manipulators endowed with a primary controller of synthetic joint velocity
✍ Scribed by Javier Moreno-Valenzuela; Luis González-Hernández
- Publisher
- Elsevier Science
- Year
- 2011
- Tongue
- English
- Weight
- 583 KB
- Volume
- 50
- Category
- Article
- ISSN
- 0019-0578
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✦ Synopsis
In this paper, a new control algorithm for operational space trajectory tracking control of robot arms is introduced. The new algorithm does not require velocity measurement and is based on (1) a primary controller which incorporates an algorithm to obtain synthesized velocity from joint position measurements and (2) a secondary controller which computes the desired joint acceleration and velocity required to achieve operational space motion control. The theory of singularly perturbed systems is crucial for the analysis of the closed-loop system trajectories. In addition, the practical viability of the proposed algorithm is explored through real-time experiments in a two degrees-of-freedom horizontal planar direct-drive arm.
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