Research Article

Orientation Determination in IMU Sensor with Complementary Filter

Volume: 06 Number: 1 August 31, 2022
EN

Orientation Determination in IMU Sensor with Complementary Filter

Abstract

The use of unmanned aerial vehicles (UAV) systems has increased in recent years. Therefore,studies on UAVs have increased today. In this direction, the production of UAV systems with domestic resources has gained importance. In this study, it is desired to develop a domestic and national flight control card and software. In the flight control board designed for the UAV, it is aimed to keep the vehicle in balance in the air. Accurate measurement of platform orientation plays an important role in many applications such as aerospace, robotics, navigation, marine, machine interaction [1]. Inertial Measurement Unit (IMU) sensor was used to accurately measure the orientation of the UAV. IMU sensor is widely used in UAVs due to its light weight and low energy consumption. In this direction, the need for a filter has emerged in the IMU sensor, which is used to accurately measure the orientation of the unmanned aerial vehicle. In this study, a complementary filter was applied on the IMU sensor. Thanks to this filter, it has been observed that the accuracy of the data received from the IMU sensor has increased. Based on the data obtained, a Proportional Integral Derivative (PID) algorithm was developed, and the vehicle was kept in balance. In this study, ARMCortex-M4 based STM32F407VG microcontroller and MPU6050 as IMU sensor were used. Keil-uVision5 compiler is preferred for software. As a result, high accuracy in the orientation detection of unmanned aerial vehicles was obtained by applying a complementary filter on the IMU sensor.

Keywords

References

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Details

Primary Language

English

Subjects

Mathematical Sciences

Journal Section

Research Article

Publication Date

August 31, 2022

Submission Date

June 4, 2022

Acceptance Date

June 21, 2022

Published in Issue

Year 2022 Volume: 06 Number: 1

APA
Öz, M. N., Budak, S., Kurnaz, E., & Durdu, A. (2022). Orientation Determination in IMU Sensor with Complementary Filter. Turkish Journal of Forecasting, 06(1), 34-39. https://doi.org/10.34110/forecasting.1126184
AMA
1.Öz MN, Budak S, Kurnaz E, Durdu A. Orientation Determination in IMU Sensor with Complementary Filter. TJF. 2022;06(1):34-39. doi:10.34110/forecasting.1126184
Chicago
Öz, Muhammed Nazmi, Serkan Budak, Ender Kurnaz, and Akif Durdu. 2022. “Orientation Determination in IMU Sensor With Complementary Filter”. Turkish Journal of Forecasting 06 (1): 34-39. https://doi.org/10.34110/forecasting.1126184.
EndNote
Öz MN, Budak S, Kurnaz E, Durdu A (August 1, 2022) Orientation Determination in IMU Sensor with Complementary Filter. Turkish Journal of Forecasting 06 1 34–39.
IEEE
[1]M. N. Öz, S. Budak, E. Kurnaz, and A. Durdu, “Orientation Determination in IMU Sensor with Complementary Filter”, TJF, vol. 06, no. 1, pp. 34–39, Aug. 2022, doi: 10.34110/forecasting.1126184.
ISNAD
Öz, Muhammed Nazmi - Budak, Serkan - Kurnaz, Ender - Durdu, Akif. “Orientation Determination in IMU Sensor With Complementary Filter”. Turkish Journal of Forecasting 06/1 (August 1, 2022): 34-39. https://doi.org/10.34110/forecasting.1126184.
JAMA
1.Öz MN, Budak S, Kurnaz E, Durdu A. Orientation Determination in IMU Sensor with Complementary Filter. TJF. 2022;06:34–39.
MLA
Öz, Muhammed Nazmi, et al. “Orientation Determination in IMU Sensor With Complementary Filter”. Turkish Journal of Forecasting, vol. 06, no. 1, Aug. 2022, pp. 34-39, doi:10.34110/forecasting.1126184.
Vancouver
1.Muhammed Nazmi Öz, Serkan Budak, Ender Kurnaz, Akif Durdu. Orientation Determination in IMU Sensor with Complementary Filter. TJF. 2022 Aug. 1;06(1):34-9. doi:10.34110/forecasting.1126184

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