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Analysis of Stabilization Control in a Hexapod Robot: An Approach Utilizing MPU6050 and Kalman Filtering

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Resumen

This paper presents a stabilization control system for the Freenove Big Hexapod robot, aimed at enhancing locomotion on uneven terrains. The system integrates an MPU6050 sensor for motion tracking, a Kalman filter to reduce sensor noise, and a PD controller to compensate for roll and pitch deviations. Designed for real-time operation, the system dynamically adjusts the robot’s posture to maintain stability during movement. Experimental validation was conducted on a custom-built inclined platform simulating various terrain conditions, demonstrating the system’s ability to reduce instability and maintain balance under moderate inclinations. While effective within specific limits, the results highlight areas for future improvement, including adaptive control techniques for handling steeper and more variable terrains. The proposed approach underscores the potential of stability-focused control systems in advancing robotic locomotion in complex environments.

Idioma originalInglés
Título de la publicación alojadaSmart Technologies, Systems and Applications - 4th International Conference, SmartTech-IC 2024, Revised Selected Papers
EditoresFabián R. Narváez, Micaela N. Villa, Gloria M. Díaz
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas112-124
Número de páginas13
ISBN (versión impresa)9783031982897
DOI
EstadoPublicada - 2026
Evento4th International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2024 - Quito, Ecuador
Duración: 2 dic. 20244 dic. 2024

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen2393 CCIS
ISSN (versión impresa)1865-0929
ISSN (versión digital)1865-0937

Conferencia

Conferencia4th International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2024
País/TerritorioEcuador
CiudadQuito
Período2/12/244/12/24

Nota bibliográfica

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2026.

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