Development and implementation of an open source quadruped robot
This work presents an open-source quadruped robot, Naranjelio, featuring a 3Dprinted structure, cost-effective servo motors, and an onboard IMU and Raspberry Pi for real-time feedback. A ROS2-based control environment enables motion generation, data logging, and user interaction, while an Isaac Sim...
- Autores:
-
Correal Murillo, Nicolas
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2025
- Institución:
- Universidad de los Andes
- Repositorio:
- Séneca: repositorio Uniandes
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.uniandes.edu.co:1992/75538
- Acceso en línea:
- https://hdl.handle.net/1992/75538
- Palabra clave:
- Robótica
Analisis de movimiento
Diseño robotico
Cuadrupedo
Aprendizaje por refuerzo
Robotics
Movement analysis
Robot design
Quadruped
Reinforcement learning
Isaac Sim
ROS2
Ingeniería
- Rights
- openAccess
- License
- Attribution-NonCommercial-ShareAlike 4.0 International
Summary: | This work presents an open-source quadruped robot, Naranjelio, featuring a 3Dprinted structure, cost-effective servo motors, and an onboard IMU and Raspberry Pi for real-time feedback. A ROS2-based control environment enables motion generation, data logging, and user interaction, while an Isaac Sim integration supports reinforcement learning exploration. A key contribution is the Quadruped Gait (E)Stability (QGE) metric, which combines acceleration and angular velocity data to yield a 0-1 gait quality score. Experimental results demonstrate Naranjelio's ability to carry payloads up to 66% of its own mass, though with reduced range of motion. Crucially, QGE quantifies these performance trade-offs, guiding iterative refinements in both structure and control for more robust, reliable gait. |
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