Abstract
Hardware-in-the-Loop (HIL) simulation is a practical step in the development and validation of unmanned aerial vehicle (UAV) controllers. This paper investigates 3-DoF quadcopter attitude modelling and control within a Controller Hardware-in-the-Loop (C-HIL) framework. The experimental setup executes the attitude plant model in an OPAL-RT real-time environment and runs a discrete PID controller (PI for yaw) on a TI LaunchXL-F280049C microcontroller, with analog/digital I/O exchange at 1 kHz. The evaluation focuses on step-response tracking and end-to-end timing (latency) in the closed loop. Results show that the embedded PID/PI implementation achieves stable tracking with small steady-state error while revealing real-time implementation effects such as quantization and saturation. Key implementation details (models, scaling, and I/O mapping) are documented to support replication; complete project files are available from the authors upon reasonable request.
| Original language | English |
|---|---|
| Pages (from-to) | 521-526 |
| Number of pages | 6 |
| Journal | International Multi-Conference on Systems, Signals, and Devices, SSD |
| Issue number | 2026 |
| DOIs | |
| State | Published - 2026 |
| Event | 23rd International Multi-Conference on Systems, Signals and Devices, SSD 2026 - Catania, Italy Duration: 31 Mar 2026 → 1 Apr 2026 |
Bibliographical note
Publisher Copyright:© 2026 IEEE.
Keywords
- Controller-in-the-Loop
- Hardware-in-the-Loop simulation
- OPAL-RT
- PID Control
- Quadcopter
- Real-Time Systems
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Information Systems
- Signal Processing
- Safety, Risk, Reliability and Quality
- Control and Optimization
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