Improving the Efficiency of the MPU-6050 Sensor Module for Inertial Drone Navigation

Authors

  • Dr. Tahir Alizada Institute of Control Systems
  • Dr. Elkhan Sabziev Institute of Control Systems, Military Scientific-Research Institute of National Defense University https://orcid.org/0000-0001-8150-9439
  • Namig Heydarov

DOI:

https://doi.org/10.31713/MCIT.2023.023

Keywords:

navigation, drone, unmanned aerial vehicle, MPU-6050, inertial sensor, accelerometer, gyroscope, noise

Abstract

We investigate the problems of noise reduction in navigation data supplied by an accelerometer and a gyroscope. The MPU-6050 sensor module, which is often a component of drone navigation systems, was used in the experiments. To smooth the data, the use of "simple averaging method" and "moving average method" is recommended. We show experimentally that the data smoothing methods reduce the errors by more than 10 times. It is also shown that the "simple averaging method" can reduce the hardware load by more than 10 times compared to other data processing methods.

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Published

2023-11-22

How to Cite

Alizada, T., Sabziev, E., & Heydarov, N. (2023). Improving the Efficiency of the MPU-6050 Sensor Module for Inertial Drone Navigation. Modeling, Control and Information Technologies, (6), 83–86. https://doi.org/10.31713/MCIT.2023.023

Issue

No. 6 (2023): Modeling, control and information technologies

Section

Mathematical, computer modeling and computational methods

License

Copyright (c) 2023 Modeling, Control and Information Technologies: Proceedings of International scientific and practical conference

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

All materials are distributed under the terms of the Creative Commons Attribution 4.0 International License, which allows others to distribute the work with attribution to the authorship of this work and the first publication in this journal.