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

Research output: Conference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationSmart Technologies, Systems and Applications - 4th International Conference, SmartTech-IC 2024, Revised Selected Papers
EditorsFabián R. Narváez, Micaela N. Villa, Gloria M. Díaz
PublisherSpringer Science and Business Media Deutschland GmbH
Pages112-124
Number of pages13
ISBN (Print)9783031982897
DOIs
Publication statusPublished - 2026
Event4th International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2024 - Quito, Ecuador
Duration: 2 Dec 20244 Dec 2024

Publication series

NameCommunications in Computer and Information Science
Volume2393 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference4th International Conference on Smart Technologies, Systems and Applications, SmartTech-IC 2024
Country/TerritoryEcuador
CityQuito
Period2/12/244/12/24

Bibliographical note

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

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