Despite the fact that environmental loads (forces and moments) induced by wind on quadrotor vertical take-off and landing (VTOL) aircraft consist of both deterministic and stochastic components, all existing works on controlling the aircraft either ignore these loads or treat them as deterministic. This ignorance or treatment deteriorates the control performance in a practical implementation. This paper presents a constructive design of controllers for a quadrotor aircraft to track a reference path in three-dimensional (3D) space under both deterministic and stochastic disturbances. A combination of Euler angles and unit-quaternion for the attitude representation of the aircraft is used to result in an effective control design, and to achieve path-tracking control results. Weak and strong nonlinear Lyapunov functions are introduced to overcome difficulties caused by underactuation and Hessian terms induced by stochastic differentiation rule. To overcome the inherent underactuation of the aircraft, the roll and pitch angles of the aircraft are considered as immediate controls. Potential projection functions are introduced to design estimates of the deterministic components and covariances of the stochastic components. Simulations illustrate the results.

References

1.
Do
,
K. D.
, and
Pan
,
J.
,
2009
,
Control of Ships and Underwater Vehicles: Design for Underactuated and Nonlinear Marine Systems
,
Springer
, London.10.1007/978-1-84882-730-1
2.
Hauser
,
J.
,
Sastry
,
S.
, and
Meyer
,
G.
,
1992
, “
Nonlinear Control Design for Slightly Non-Minimum Phase Systems: Application to V/STOL Aircraft
,”
Automatica
,
28
(
4
), pp.
665
679
.10.1016/0005-1098(92)90029-F
3.
Huang
,
C.-S.
, and
Yuan
,
K.
,
2002
, “
Output Tracking of a Nonlinear Non-Minimum Phase PVTOL Aircraft Based on Nonlinear State Feedback
,”
Int. J. Control
,
75
(
6
), pp.
466
473
.10.1080/00207170210121907
4.
Lin
,
F.
,
Zhang
,
W.
, and
Brandt
,
R.
,
1999
, “
Robust Hovering Control of a PVTOL Aircraft
,”
IEEE Trans. Control Syst. Technol.
,
7
(
3
), pp.
343
351
.10.1109/87.761054
5.
Martin
,
P.
,
Devasia
,
S.
, and
Paden
,
B.
,
1996
, “
A Different Look at Output Tracking Control of a VTOL Aircraft
,”
Automatica
,
32
(
1
), pp.
101
107
.10.1016/0005-1098(95)00099-2
6.
Olfati-Saber
,
R.
,
2002
, “
Global Configuration Stabilization for the VTOL Aircraft With Strong Input Coupling
,”
IEEE Trans. Autom. Control
,
47
(
11
), pp.
1949
1952
.10.1109/TAC.2002.804457
7.
Do
,
K. D.
,
Jiang
,
Z. P.
, and
Pan
,
J.
,
2003
, “
Global Tracking Control of a VTOL Aircraft Without Velocity Measurements
,”
IEEE Trans. Autom. Control
,
48
(
12
), pp.
2212
2217
.10.1109/TAC.2003.820148
8.
Setlur
,
P.
,
Dawson
,
D.
,
Fang
,
Y.
, and
Costic
,
B.
,
2001
, “
Nonlinear Tracking Control of the VTOL Aircraft
,” 40th
IEEE
Conference on Decision and Control
, Orlando, FL, pp.
4592
4597
.10.1109/CDC.2001.980928
9.
Castillo
,
P.
,
Lozano
,
R.
, and
Dzul
,
A. E.
,
2005
,
Modelling and Control of Mini-Flying Machines
,
Springer
,
London
.10.1109/TCST.2004.825052
10.
Madani
,
T.
, and
Benallegue
,
A.
,
2006
, “
Control of a Quadrotor Mini-Helicopter Via Full State Backstepping Technique
,” 45th
IEEE
Conference on Decision and Control
, San Diego, CA, Dec. 13–15, pp.
1515
1520
.10.1109/CDC.2006.377548
11.
Zuo
,
Z.
,
2010
, “
Trajectory Tracking Control Design With Command-Filtered Compensation for a Quadrotor
,”
IET Control Theory Appl.
,
4
(
11
), pp.
1515
1520
.10.1049/iet-cta.2009.0336
12.
Joshi
,
S. M.
,
Kelkar
,
A. G.
, and
Wen
,
J. T.-Y.
,
1995
, “
Robust Attitude Stabilization of Spacecraft Using Nonlinear Quaternion Feedback
,”
IEEE Trans. Autom. Control
,
40
(
10
), pp.
1800
1803
.10.1109/9.467669
13.
Tayebi
,
A.
, and
McGilvray
,
S.
,
2006
, “
Attitude Stabilization of a VTOL Quadrotor Aircraft
,”
IEEE Trans. Control Syst. Technol.
,
14
(
3
), pp.
562
571
.10.1109/TCST.2006.872519
14.
Abdessameud
,
A.
, and
Tayebi
,
A.
,
2010
, “
Global Trajectory Tracking Control of VTOL-UAVs Without Linear Velocity Measurements
,”
Automatica
,
46
(
6
), pp.
1053
1059
.10.1016/j.automatica.2010.03.010
15.
Roberts
,
A.
, and
Tayebi
,
A.
,
2011
, “
Adaptive Position Tracking of VTOL UAVs
,”
IEEE Trans. Rob.
,
27
(
1
), pp.
129
142
.10.1109/TRO.2010.2092870
16.
Choi
,
Y. C.
, and Ahn, H. S., “
Nonlinear Control of Quadrotor for Point Tracking: Actual Implementation and Experimental Tests
,”
IEEE/ASME Trans. Mechatronics
,
20
(
3
), pp.
1179
1192
.10.1109/TMECH.2014.2329945
17.
Ding
,
X.
, and
Yu
,
Y.
,
2013
, “
Motion Planning and Stabilization Control of a Multipropeller Multifunction Aerial Robot
,”
IEEE/ASME Trans. Mechatronics
,
18
(
3
), pp.
645
656
.10.1109/TMECH.2011.2182202
18.
Lee
,
D.
,
Franchi
,
A.
,
Son
,
H. I.
,
Ha
,
C.
,
Bulthoff
,
H. H.
, and
Giordano
,
P. R.
,
2013
, “
Semiautonomous Haptic Teleoperation Control Architecture of Multiple Unmanned Aerial Vehicles
,”
IEEE/ASME Trans. Mechatronics
,
18
(
4
), pp.
1334
1345
.10.1109/TMECH.2013.2263963
19.
Xin
,
M.
,
Xu
,
Y.
, and
Hopkins
,
R.
,
2011
, “
Trajectory Control of Miniature Helicopters Using a Unified Nonlinear Optimal Control Technique
,”
ASME J. Dyn. Syst. Meas. Control
,
133
(
6
), p.
061001
.10.1115/1.4004060
20.
Zavala-Rio
,
A.
,
Fantoni
,
I.
, and
Lozano
,
R.
,
2003
, “
Global Stabilization of a PVTOL Aircraft Model With Bounded Inputs
,”
Int. J. Control
,
76
(
18
), pp.
1833
1844
.10.1080/00207170310001637147
21.
Castillo
,
P.
,
Dzul
,
A.
, and
Lozano
,
R.
,
2004
, “
Real-Time Stabilization and Tracking of a Four-Rotor Mini Rotorcraft
,”
IEEE Trans. Control Syst. Technol.
,
12
(
4
), pp.
510
516
.10.1109/TCST.2004.825052
22.
Ailon
,
A.
,
2010
, “
Simple Tracking Controllers for Autonomous VTOL Aircraft With Bounded Inputs
,”
IEEE Trans. Autom. Control
,
55
(
3
), pp.
737
743
.10.1109/TAC.2010.2040493
23.
Zavala-Rio
,
A.
,
Fantoni
,
I.
, and
Sanahuja
,
G.
,
2014
, “
Finite-Time Observer-Based Output-Feedback Control for the Global Stabilisation of the PVTOL Aircraft With Bounded Inputs
,”
Int. J. Syst. Sci.
, pp.
1
20
.10.1080/00207721.2014.938906
24.
Teel
,
A. R.
,
1992
, “
Global Stabilization and Restricted Tracking for Multiple Integrators With Bounded Control
,”
Syst. Control Lett.
,
18
(
3
), pp.
165
171
.10.1016/0167-6911(92)90001-9
25.
Fossen
,
T. I.
,
1994
,
Guidance and Control of Ocean Vehicles
,
Wiley
,
West Sussex, UK
.
26.
Zuo
,
Z.
, and
Ru
,
P.
,
2014
, “
Augmented L1 Adaptive Tracking Control of Quad-Rotor Unmanned Aircrafts
,”
IEEE Trans. Aerosp. Electron. Syst.
,
50
(
4
), pp.
3090
3101
.10.1109/TAES.2014.120705
27.
Hardy
,
G. H.
,
Littlewood
,
J. E.
, and
Polya
,
G.
,
1989
,
Inequalities
,
Cambridge University
,
Cambridge, UK
.
28.
Karatzas
,
I.
, and
Shreve
,
S. E.
,
1991
,
Brownian Motion and Stochastic Calculus
, 2nd ed.,
Springer
,
New York
.
29.
Khasminskii
,
R.
,
1980
,
Stochastic Stability of Differential Equations
,
S&N International Publisher
,
Rockville, MD
.
30.
Krstic
,
M.
, and
Deng
,
H.
,
1998
,
Stabilization of Nonlinear Uncertain Systems
,
Springer
,
London
.
31.
Krstic
,
M.
,
Kanellakopoulos
,
I.
, and
Kokotovic
,
P.
,
1995
,
Nonlinear and Adaptive Control Design
,
Wiley
,
New York
.
32.
Do
,
K. D.
,
2013
, “
Global Tracking Control of Underactuated ODINs in Three Dimensional Space
,”
Int. J. Control
,
86
(
2
), pp.
183
196
.10.1080/00207179.2012.721567
33.
Bhat
,
S. P.
, and
Bernstein
,
D. S.
,
2000
, “
A Topological Obstruction to Continuous Global Stabilization of Rotational Motion and the Unwinding Phenomenon
,”
Syst. Control Lett.
,
39
(
1
), pp.
63
70
.10.1016/S0167-6911(99)00090-0
34.
Do
,
K. D.
,
2014
, “
Bounded Assignment Formation Control of Second-Order Dynamic Agents
,”
IEEE/ASME Trans. Mechatronics
,
19
(
2
), pp.
477
489
.10.1109/TMECH.2013.2243744
35.
Do
,
K. D.
,
2015
, “
Coordination Control of Quadrotor VTOL Aircraft in Three Dimensional Space
,”
Int. J. Control
,
88
(
3
), pp.
543
558
.10.1080/00207179.2014.966324
36.
Do
,
K. D.
,
2015
, “
Global Inverse Optimal Stabilization of Stochastic Nonholonomic Systems
,”
Syst. Control Lett.
,
75
, pp.
41
55
.10.1016/j.sysconle.2014.11.003
You do not currently have access to this content.