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Article

On the Flying Accuracy of Miniature Drones in Indoor Environments

1
International Computer Institute, Ege University, Izmir 35100, Turkey
2
Department of Computer Engineering, Ege University, Izmir 35100, Turkey
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Drones 2025, 9(6), 399; https://doi.org/10.3390/drones9060399
Submission received: 10 May 2025 / Revised: 24 May 2025 / Accepted: 25 May 2025 / Published: 28 May 2025
(This article belongs to the Special Issue Autonomous Drone Navigation in GPS-Denied Environments)

Abstract

Micro drones are becoming more popular in many areas, because they are small and fast enough to fly in tight and complex spaces. But they still have some significant problems. Their batteries drain fast, they cannot carry much weight, and their sensors and computers are limited. These problems affect their flying performance and stability, which is very important for their missions. In this study, we evaluated the accuracy of mini drones in indoor environments. During hovering, the drones showed an average deviation of 77.9 cm, with a standard deviation of 26.4 cm, indicating moderate stability while stationary. In simple forward flights over 3 m, the average deviation increased to 92.6 cm, which showed slight drop in accuracy during movement. For more complex flight paths, such as L-shaped and square trajectories, the deviations increased to 141 cm and 245 cm, respectively.
Keywords: miniature drones; flying accuracy; indoor localization; unmanned aerial vehicle miniature drones; flying accuracy; indoor localization; unmanned aerial vehicle

Share and Cite

MDPI and ACS Style

Akram, N.; Kocabas, I.; Dagdeviren, O. On the Flying Accuracy of Miniature Drones in Indoor Environments. Drones 2025, 9, 399. https://doi.org/10.3390/drones9060399

AMA Style

Akram N, Kocabas I, Dagdeviren O. On the Flying Accuracy of Miniature Drones in Indoor Environments. Drones. 2025; 9(6):399. https://doi.org/10.3390/drones9060399

Chicago/Turabian Style

Akram, Nusin, Ilker Kocabas, and Orhan Dagdeviren. 2025. "On the Flying Accuracy of Miniature Drones in Indoor Environments" Drones 9, no. 6: 399. https://doi.org/10.3390/drones9060399

APA Style

Akram, N., Kocabas, I., & Dagdeviren, O. (2025). On the Flying Accuracy of Miniature Drones in Indoor Environments. Drones, 9(6), 399. https://doi.org/10.3390/drones9060399

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