Development of a high-fidelity simulation environment for a Crazyflie2.1 quadcopter

This paper presents an open-source, Simulink-based, high-fidelity model of a Crazyflie2.1 quadcopter, addressing the lack of an accurate, verified, and readily adaptable simulation in the MATLAB ecosystem. The 6-DOF dynamic model of the quadcopter includes non-linearities, battery drain, and off-diagonal inertia effects that are present on the physical platform. A cascaded PID control scheme, directly ported from firmware, including sensor filtering and data-type parity, is implemented in the simulation environment to align with the physical counterpart. The closed-loop simulation model is validated against real-world flight tests, with position tracking parity shown to be within 2.5 cm. This open-source framework allows for future work in model-based, low-level control modification, as well as modular use in advanced vision and swarming applications.

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2025-11-25
DOI
https://doi.org/10.1051/matecconf/202541704007/pdf
Primary Topic
Aerospace and Aviation Technology
Type
article
Field-Weighted Citation Impact
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article

Development of a high-fidelity simulation environment for a Crazyflie2.1 quadcopter

Springer Link (Chiba Institute of Technology)
Aerospace and Aviation Technology
article

Development of a high-fidelity simulation environment for a Crazyflie2.1 quadcopter

article en

Abstract

This paper presents an open-source, Simulink-based, high-fidelity model of a Crazyflie2.1 quadcopter, addressing the lack of an accurate, verified, and readily adaptable simulation in the MATLAB ecosystem. The 6-DOF dynamic model of the quadcopter includes non-linearities, battery drain, and off-diagonal inertia effects that are present on the physical platform. A cascaded PID control scheme, directly ported from firmware, including sensor filtering and data-type parity, is implemented in the simulation environment to align with the physical counterpart. The closed-loop simulation model is validated against real-world flight tests, with position tracking parity shown to be within 2.5 cm. This open-source framework allows for future work in model-based, low-level control modification, as well as modular use in advanced vision and swarming applications.

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 28%
Aerospace and Aviation Technology
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