Hardware in the loop simulation of a three-channel flight control system for an aerial vehicle using an integrated INS/GPS navigation system

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Authors

  • Nguyen Trong Yen Institute of Missile, Academy of Military Science and Technology
  • Nguyen Sy Long Institute of Missile, Academy of Military Science and Technology
  • Vu Doan Ket Institute of Missile, Academy of Military Science and Technology
  • Nguyen Quang Vinh (Corresponding Author) Institute of Missile, Academy of Military Science and Technology

DOI:

https://doi.org/10.54939/1859-1043.j.mst.FMC.2026.142-151

Keywords:

Hardware-in-the-Loop; INS/GPS integrated navigation; Flight control system; Autopilot; Real-time simulation; Six-degree-of-freedom model; Aerial vehicle.

Abstract

This paper presents the development of a Hardware-in-the-Loop (HiL) simulation model for a three-channel flight control system of an aerial vehicle equipped with an integrated INS/GPS navigation system. The proposed HiL framework is built upon a previously developed numerical simulation model of the vehicle’s guidance and control system. In this framework, the six-degree-of-freedom (6-DOF) flight dynamics model is implemented in MATLAB/Simulink, while the INS/GPS navigation module, autopilot controller, and actuator subsystems are deployed on real hardware operating in a closed-loop real-time environment. The HiL system is designed to verify the implementation and performance of guidance and control algorithms on embedded hardware prior to field testing. The effectiveness of the proposed model is evaluated through comparisons between numerical simulation and HiL simulation results in terms of navigation parameters, control surface feedback signals, flight trajectories, and impact-point errors. The results demonstrate that the HiL model accurately reproduces the behavior of the guidance and control system under real-time operating conditions, showing a high level of agreement with the numerical simulation. The study confirms the feasibility and effectiveness of the proposed HiL framework as a reliable platform for the development, validation, and refinement of INS/GPS-based flight guidance and control systems before practical flight experiments.

References

[1]. P. H. Zipfel, “Modeling and Simulation of Aerospace Vehicle Dynamics”, 3rd ed., American Institute of Aeronautics and Astronautics (AIAA), Reston, Virginia, USA, pp. 25–48, (2014).

[2]. S. Chaudhuri, G. Venkatachalam and M. Prabhakar, “Hardware-in-loop simulation for missile guidance & control systems”, Defence Science Journal, Vol. 47, No. 3, pp. 343–357, (1997). DOI: https://doi.org/10.14429/dsj.47.4016

[3]. L. Hall and L. Ljunge, “The DS19, a new high performance guidance system”, Proceedings of the 14th ESA Symposium on European Rocket and Balloon Programmes and Related Research, Potsdam, Germany, pp. 421–428, (1999).

[4]. R. Dziekan, M. Wojciechowski, J. Kierski, D. Cieśliński and C. Szczepański, “Simulation model for hardware-in-the-loop tests of the ILR-33 AMBER rocket control system”, Sensors, Vol. 25, No. 13, pp. 4083–4105, (2025). DOI: 10.3390/s25134083. DOI: https://doi.org/10.3390/s25134083

[5]. T. T. Su et al., “Determining the launch angle for Type E coastal defense missiles”, Journal of Military Science and Technology Research, No. 70, pp. 22–28, (2020).

[6]. N. V. Khoi et al., “Method for correcting the trajectory of the improved 9M22Y rocket artillery projectile”, Journal of Military Science and Technology Research, No. 58, pp. 3–13, (2018).

[7]. N. T. Yen et al., “Developing a guidance algorithm based on combining INS/GPS for the 9M22Y guided rocket artillery projectile”, Journal of Military Science and Technology Research, No. 04, pp. 207–217, (2019).

[8]. Long, H. V., Thuan, T. D., Vinh, N. Q., & Anh, N. D. “Enhancing the accuracy of position and speed parameter determination for carrying devices through artificial neural networks”. Journal of Military Science and Technology, CAPITI, pp. 182-188, (2024).

[9]. N. Q. Vinh, “INS/GPS integration system using street return algorithm and compass sensor”, Procedia Computer Science, Vol. 103, (2017). DOI: https://doi.org/10.1016/j.procs.2017.01.030

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Published

16-09-2026

How to Cite

[1]
Nguyen Trong Yen, Nguyen Sy Long, Vu Doan Ket, and Nguyen Quang Vinh, “Hardware in the loop simulation of a three-channel flight control system for an aerial vehicle using an integrated INS/GPS navigation system”, J. Mil. Sci. Technol., no. FMC, pp. 142–151, Sep. 2026.

Issue

Section

Avionics and Flight Control

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