Fast Hildreth-based Model Predictive Control of Roll Angle for a Fixed-Wing UAV

Victor Truong Thinh Lam (Corresponding author), Abdul Sattar, Liuping Wang, Mircea Lazar

Onderzoeksoutput: Bijdrage aan tijdschriftCongresartikelpeer review

14 Citaten (Scopus)
217 Downloads (Pure)

Samenvatting

In this paper we consider Model Predictive Control (MPC) design for roll angle control for a Fixed-Wing Unmanned Aerial Vehicle (UAV) with Multiple Segmented Control Surfaces. The challenge of roll angle control for a Fixed-Wing UAV consists of switching between inner and outer aileron-pairs with hard constraints due to safety, energy saving and switching actuators. The novelty consists of formulating a hybrid-control problem as a switched linear constrained MPC-QP problem and switched state observer design for Fixed-Wing UAV. A fast novel QP-solver based on the active-set QP-solver Hildreth is developed to meet the real-time implementation target, which is to stay below the sampling time of Ts = 10 ms. The designed MPC controllers are simulated using Matlab. Simulations and the CPU-time from the improved QP-solvers show MPC to be a very good choice for real-time roll angle control for Fixed-Wing UAVs.
Originele taal-2Engels
Pagina's (van-tot)5757-5763
Aantal pagina's7
TijdschriftIFAC-PapersOnLine
Volume53
Nummer van het tijdschrift2
DOI's
StatusGepubliceerd - jul. 2020
Evenement21st World Congress of the International Federation of Aufomatic Control (IFAC 2020 World Congress) - Berlin, Duitsland
Duur: 12 jul. 202017 jul. 2020
Congresnummer: 21
https://www.ifac2020.org/

Trefwoorden

  • Model Predictive Control
  • Quadratic programming
  • Fixed-Wing Unmanned Aerial Vehicle
  • Active Set Methods

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