Dr. Guillaume Ducard - Publications
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G. Ducard, M-D Hua, “Discussion and Practical Aspects on Control Allocation for a Multi-rotor Helicopter,” in Proceedings of the 1st International Conference on UAVs in Geomatics, UAV-g 2011, Zurich, Switzerland, September 2011.

This paper presents practical methods to improve the flight performance of an unmanned multi-rotor helicopter by using an efficient control allocation strategy. The flying vehicle considered is an hexacopter. It is indeed particularly suited for long missions and for carrying a significant payload such as all the sensors needed in the context of cartography, photogrammetry, inspection, surveillance and transportation. Moreover, a stable flight is often required for precise data recording during the mission. Therefore, a high performance flight control system is required to operate the UAV. However, the flight performance of a multi-rotor vehicle is tightly dependent on the control allocation strategy that is used to map the virtual control vector v=[T, L, M, N]^T composed of the thrust and the torques in roll, pitch and yaw, respectively, to the propellers' speed. This paper shows that a control allocation strategy based on the classical approach of pseudo-inverse matrix only exploits a limited range of the vehicle capabilities to generate thrust and moments. Thus, in this paper, a novel approach is presented, which is based on a weighted pseudo-inverse matrix method capable of exploiting a much larger domain in v. The proposed control allocation algorithm is designed with explicit laws for fast operation and low computational load, suitable for a small microcontroller with limited floating-point operation capability.



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Laboratoire d'Informatique, Signaux et Systèmes (I3S) de Sophia-Antipolis - UNS - CNRS
2000, route des Lucioles - Les Algorithmes - bât. Euclide B - BP 121 - 06903 Sophia Antipolis Cedex - France
Tél. +33 4 92 94 27 01 - Fax : +33 4 92 94 28 98 - www.i3s.unice.fr

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ISBN : 978-1-84882-560-4 ISBN : 978-7-118-07723-0 ISBN : 978-90-481-9706-4


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New publications
D. Wahby, A. Detailleur, G. Ducard, "Nonlinear Model Reference Adaptive Control (NMRAC) for First-Order Systems," 9th IEEE/IFAC International Conference on Control, Automation and Diagnosis (ICCAD), Barcelona, Spain, July 1-3, 2025. https://doi.org/10.1109/ICCAD64771.2025.11099437

G. Ducard, G. Carughi, "Neural-network Design and Training for Longitudinal Flight Control of a Tilt-rotor Hybrid VTOL UAV,"
Special issue: AI-Assisted Control Strategies and Their Applications to the Stabilization, Guidance and Navigation of Drones ,
34 pages, December 2024,
https://doi.org/10.3390/drones8120727

G. Ducard, M.D. Hua, "WCA: A New Efficient Nonlinear Adaptive Control Allocation for Planar Hexacopters," In journal IEEE Access, 35 pages, pp. 37714 - 37748, March 2023. https://doi.org/10.1109/ACCESS.2023.3261240