학술논문

Pose-free visual servoing from 3D measurements
Document Type
Conference
Source
2023 European Control Conference (ECC) Control Conference (ECC), 2023 European. :1-6 Jun, 2023
Subject
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Visualization
Three-dimensional displays
Tensors
Prediction algorithms
Visual servoing
Real-time systems
Trajectory
Language
Abstract
In this paper, a novel approach to visual servo control robotic systems is proposed. It is focused on developing a solution using 3D point features without recovering the rigid object’s pose. Pose-free motion is achieved using motion parameterization techniques based on dual numbers and dual vectors. Considering an imposed velocity field over the motion of the 3D point features ensemble, this work proposes a close-form solution to a visual servoing problem. The solution provides stable motion control while preserving the image features in the field of view. However, when some point features leave the field of view, their contribution to the control law is dropped without losing stability. The proposed solution is easy to tune and implement. Various scenarios are used in simulations and real experiments to show how the proposed solution overcomes classic servoing problems.