A Stabilizing NMPC Strategy for a Class of Nonholonomic Systems with Drift
Fuente:
arXiv
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Preprint |
| Veröffentlicht: |
2024
|
| Schlagworte: | |
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1866929267771703296 |
|---|---|
| author | Nguyen, Huu Thien Fontes, Fernando A. C. C. Prodan, Ionela |
| author_facet | Nguyen, Huu Thien Fontes, Fernando A. C. C. Prodan, Ionela |
| contents | In this paper, we present a stabilizing Nonlinear Model Predictive Control (NMPC) scheme tailored for a class of nonholonomic systems with drift, where the acceleration is laterally restrained. Examples include a mobile robot with drifting wheels on a planar surface or a spacecraft maneuvering in a vacuum. The novelty lies in the formulation of the terminal set, reachable from a significant distance from the equilibrium, and the terminal cost, represented as the integration of the stage cost. The proposed approach establishes essential steps for ensuring stability and feasibility guarantees. Simulation results substantiate the viability and effectiveness of the NMPC scheme. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_04748 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | A Stabilizing NMPC Strategy for a Class of Nonholonomic Systems with Drift Nguyen, Huu Thien Fontes, Fernando A. C. C. Prodan, Ionela Optimization and Control In this paper, we present a stabilizing Nonlinear Model Predictive Control (NMPC) scheme tailored for a class of nonholonomic systems with drift, where the acceleration is laterally restrained. Examples include a mobile robot with drifting wheels on a planar surface or a spacecraft maneuvering in a vacuum. The novelty lies in the formulation of the terminal set, reachable from a significant distance from the equilibrium, and the terminal cost, represented as the integration of the stage cost. The proposed approach establishes essential steps for ensuring stability and feasibility guarantees. Simulation results substantiate the viability and effectiveness of the NMPC scheme. |
| title | A Stabilizing NMPC Strategy for a Class of Nonholonomic Systems with Drift |
| topic | Optimization and Control |
| url | https://arxiv.org/abs/2403.04748 |