PID Control and Input Shaping for Quadrotor UAV Stabilization and Payload Swing Reduction

Authors

  • Liyana Ramli Universiti Sains Islam Malaysia, Malaysia
  • Noor Hanis Izzuddin Mat Lazim Universiti Sains Islam Malaysia, Malaysia
  • Amalin Aisya Mohd Awi Universiti Sains Islam Malaysia, Malaysia
  • Aina Syazwin Mohd Shukor Universiti Sains Islam Malaysia, Malaysia

Keywords:

Quadrotor, UMZV Shaper, PSO, Payload Swing, Position Control

Abstract

Controlling an under-actuated quadrotor system with a suspended payload poses significant challenges due to payload–attitude coupling, where excessive payload swing can adversely affect the quadrotor’s stability and performance. This study proposes an optimal Unity Magnitude Zero Vibration (UMZV) input shaper to minimize payload swing, combined with a feedback control strategy for managing the quadrotor’s position and attitude. To enhance swing suppression, the input shaper parameters are optimized using the Particle Swarm Optimization (PSO) algorithm. In addition, a PID controller is employed to regulate the quadrotor’s motion, ensuring effective swing suppression while maintaining desirable attitude and position control. Simulation results demonstrate that the proposed control scheme achieves a substantial reduction in payload swing of at least 65.28% compared to existing methods. Furthermore, it delivers improved attitude and position tracking performance, confirming its effectiveness in managing the coupled dynamics of the quadrotor–payload system.

References

[1] A. Farras, A. Santoso and Y. E. Nugraha, Fault-tolerant control for multi-quadcopter with suspended payload under wind disturbance, Journal on Advanced Research in Electrical Engineering, 8(2), 2024, 60-66.

[2] J. Estevez, G. Garate, J. M. Lopez-Guede and M. Larrea, Review of aerial transportation of suspended-cable payloads with quadrotors, Drones, 8(2), 2024, 35.

[3] H. M. Omar, R. Akram, S. M. S. Mukras and A. A. Mahvouz, Recent advances and challenges in controlling quadrotors with suspended loads, Alexandria Engineering Journal, 63, 2023, 253-270.

[4] Y. Fang, X. Liang, N. Sun and H. Lin, Nonlinear hierarchical control for unmanned quadrotor transportation systems, IEEE Transactions on Industrial Electronics, 65, 2018, 3395-3405.

[5] H. Ergezer and K. Leblebicioğlu, Control structure design with constraints for a slung load quadrotor system, Measurement and Control, 57, 2024, 16-29.

[6] S. Sadr, S. A. A. Moosavian and P. Zarafshan, Dynamics modeling and control of a quadrotor with swing load, Journal of Robotics, 2014, 2014, 65897.

[7] P. Zhao, Y. Zhou and R. Zhou, A new trajectory optimizing method using input shaping principles, Shock and Vibration, 2018, 4173253.

[8] S. Yang and B. Xian, Energy-based nonlinear adaptive control design for the quadrotor UAV system with a suspended payload, IEEE Transactions on Industrial Electronics, 67, 2020, 2054-2064.

[9] J. Cai and B. Xian, Robust hierarchical geometry control for the multiple UAVs aerial transportation system with a suspended payload, Nonlinear Dynamics, 112, 2024, 4551-4571.

[10] X. Huo, J. Chen, Q. Liu and X. He, Vibration elimination for quadrotor slung system based on input shaping and double closed-loop control, 12th Asian Control Conference, Japan, 2019.

[11] N. A. Johnson, Control of a Folding Quadrotor with a Slung Load Using Input Shaping, Master Dissertation, Georgia Institute of Technology, Atlanta, USA, 2017.

[12] J. B. Ubbink and J. A. A. Engelbrecht, Sequence-constrained trajectory planning and execution for a quadrotor UAV with suspended payload, IFAC-PapersOnLine, 53, 2020, 9405-9411.

[13] S. Ichikawa and H. Kojima, Oscillation suppression control of a quadrotor-borne payload using input shaping, Proceedings of Conference of Kanto Branch, 2018, GS0613.

[14] Adams, J. Potter and W. Singhose, Modeling and input shaping control of a micro coaxial radio-controlled helicopter carrying a suspended load, International Conference on Control, Automation and Systems, Jeju, Korea, 2012, 645-650.

[15] R. Mar, A. Goyal, V. Nguyen, T. Yang and W. Singhose, Combined input shaping and feedback control for double-pendulum systems, Mechanical Systems Signal Processing, 85, 2017, 267-277.

[16] S. Baklouti, E. Courteille, P. Lemoine and S. Caro, Input shaping for feed-forward control of cable-driven parallel robots, Journal of Dynamic Systems, Measurement and Control, 143, 2021, 021007.

[17] W. Ha, D. Lee, K. H. Rew and K. S. Kim, An impulse-time perturbation approach for a symmetric extra-insensitive input shaper, International Journal of Control, Automation, and Systems, 16, 2018, 1239-1246.

[18] N. Johnson and W. Singhose, Dynamics and modeling of a quadrotor with a suspended payload, Applied Aerodynamics Conference, Atlanta, Georgia, 2018.

[19] K. L. Sorensen, K. Hekman and W. E. Singhose, Finite-state input shaping, IEEE Transactions on Control Systems Technology, 18, 2010, 664-672.

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Published

29-06-2025

How to Cite

Ramli, L., Mat Lazim, N. H. I., Mohd Awi, A. A., & Mohd Shukor, A. S. (2025). PID Control and Input Shaping for Quadrotor UAV Stabilization and Payload Swing Reduction. Applications of Modelling and Simulation, 9, 264–272. Retrieved from https://www.ojs.arqiipubl.com/index.php/AMS_Journal/article/view/922

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