Abstract:
This article proposes an autonomous docking control for nonholonomic constrained mobile robots and applies it to an intelligent mobility device or wheelchair for assistin...Show MoreMetadata
Abstract:
This article proposes an autonomous docking control for nonholonomic constrained mobile robots and applies it to an intelligent mobility device or wheelchair for assisting the user in approaching resting furniture such as a chair or a bed. We defined a virtual landmark inferred from the target docking destination. Then, we solve the problem of keeping the targeted volume inside the field of view (FOV) of a tracking camera and docking to the virtual landmark through a novel definition that enables to control for the desired end pose. In this article, we proposed a nonlinear feedback controller to perform the docking with the depth camera's FOV as a constraint.Then, a numerical method is proposed to find the feasible space of initial states where convergence could be guaranteed. Finally, the entire system was embedded for real-time operation on a standing wheelchair with the virtual landmark estimation by three-dimensional object tracking with an RGB-D camera and we validated the effectiveness in simulation and experimental evaluations. The results show the guaranteed convergence for the feasible space depending on the virtual landmark location. In the implementation, the robot converges to the virtual landmark while respecting the FOV constraints.
Published in: IEEE/ASME Transactions on Mechatronics ( Volume: 26, Issue: 4, August 2021)
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- IEEE Keywords
- Index Terms
- Mobile Devices ,
- Depth Camera ,
- Nonlinear Control ,
- Mobile Robot ,
- Feasible Space ,
- Camera Field Of View ,
- Nonlinear Feedback Control ,
- Kinematic ,
- State Variables ,
- Optimal Control ,
- Angular Velocity ,
- Point Cloud ,
- Indoor Environments ,
- Asymptotically Stable ,
- Path Planning ,
- Feasible Set ,
- Jacobian Matrix ,
- Linear Velocity ,
- User Requirements ,
- Extended Kalman Filter ,
- Logarithmic Spiral ,
- Robot Operating System ,
- Nonholonomic Constraints ,
- Space Velocity ,
- Camera Pose ,
- Unicycle ,
- Odometry ,
- Autonomic System ,
- Camera Position ,
- Control Law Design
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Mobile Devices ,
- Depth Camera ,
- Nonlinear Control ,
- Mobile Robot ,
- Feasible Space ,
- Camera Field Of View ,
- Nonlinear Feedback Control ,
- Kinematic ,
- State Variables ,
- Optimal Control ,
- Angular Velocity ,
- Point Cloud ,
- Indoor Environments ,
- Asymptotically Stable ,
- Path Planning ,
- Feasible Set ,
- Jacobian Matrix ,
- Linear Velocity ,
- User Requirements ,
- Extended Kalman Filter ,
- Logarithmic Spiral ,
- Robot Operating System ,
- Nonholonomic Constraints ,
- Space Velocity ,
- Camera Pose ,
- Unicycle ,
- Odometry ,
- Autonomic System ,
- Camera Position ,
- Control Law Design
- Author Keywords