Abstract
This study addresses an argument on the disconnection between the computational side of the robot navigation problem with the control problem including concerns on stability. We aim to constitute a framework that includes a novel approach of using quantizers for occupancy grids and vehicle control systems concurrently. This representation allows stability concerned with the navigation structure through input and output quantizers in the framework. We have given the theoretical proofs of qLQR in the sense of Lyapunov stability alongside with the implementation details. The experimental results demonstrate the effectiveness of the qLQR controller and quantizers in the framework with realtime data and offline simulations.
Original language | English |
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Pages (from-to) | 362-374 |
Number of pages | 13 |
Journal | International Journal of Advanced Computer Science and Applications |
Volume | 9 |
Issue number | 1 |
DOIs | |
Publication status | Published - 2018 |
Bibliographical note
Publisher Copyright:© 2015 The Science and Information (SAI) Organization Limited.
Keywords
- Hybrid systems
- Mobile robotics
- Optimal control
- Quantization
- Robot motion