Integrating Vector Field Approach and Input-to-State Stability Curved Path Following for Unmanned Aerial Vehicles

In this paper, a curved path following scheme with the aid of the vector field (VF) and the notion of input-to-state stable (ISS) for a fixed-wing unmanned aerial vehicle (UAV) is developed. The VF strategy is a robust and valid guidance method and its stability is proved using ISS properties. Many existing path following algorithms for fixed-wing UAVs are only proposed for straight-lines and orbits. However, the path required to be followed is always in approximate curves rather than straight-lines and orbits in many high-level missions, such as obstacle avoidance, search, and surveillance. The nonlinear-theoretic notion of ISS is playing a central role in the control law design and stability analysis. The error kinematics are converted into two interconnected subsystems with proven ISS properties, which yield the overall system that is globally asymptotically stable, i.e., and the along-track error and the cross-track error asymptotically approach zeros from any initial position in the space. The followed path is defined in terms of the arc-length parameter, and it can be expanded according to the waypoint fitting without the need to obtain a global function representation. The singularity of multiple closest points on the path is eliminated by constructing a speed profile of a virtual point on the path. The scheme is validated with a semi-physical experiment combined by an actual autopilot, ground station and the X-Plane flight simulator. Flight tests using a small fixed-wing UAV show excellent tracking performance of the curved path following.

[1]  Zhong-Ping Jiang,et al.  Small-gain theorem for ISS systems and applications , 1994, Math. Control. Signals Syst..

[2]  B. Jouvencel,et al.  Robust Nonlinear Path-Following Control of an AUV , 2008, IEEE Journal of Oceanic Engineering.

[3]  Randal W. Beard,et al.  Fixed Wing UAV Path Following in Wind With Input Constraints , 2014, IEEE Transactions on Control Systems Technology.

[4]  Zhaodan Kong,et al.  A Survey of Motion Planning Algorithms from the Perspective of Autonomous UAV Guidance , 2010, J. Intell. Robotic Syst..

[5]  Steven M. LaValle,et al.  Planning algorithms , 2006 .

[6]  Jonathan P. How,et al.  Performance and Lyapunov Stability of a Nonlinear Path Following Guidance Method , 2007 .

[7]  Bin Xu,et al.  Disturbance Observer-Based Dynamic Surface Control of Transport Aircraft With Continuous Heavy Cargo Airdrop , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[8]  Urbano Nunes,et al.  Path-following control of mobile robots in presence of uncertainties , 2005, IEEE Transactions on Robotics.

[9]  Bin Xu,et al.  Composite Learning Finite-Time Control With Application to Quadrotors , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[10]  Fumitoshi Matsuno,et al.  Combined vector field approach for planar curved path following with fixed-wing UAVs , 2015, 2015 American Control Conference (ACC).

[11]  Daibing Zhang,et al.  Curved Path Following Control for Fixed-wing Unmanned Aerial Vehicles with Control Constraint , 2018, J. Intell. Robotic Syst..

[12]  Junping Du,et al.  Vector field guidance for three-dimensional curved path following with fixed-wing UAVs , 2015, 2015 American Control Conference (ACC).

[13]  Timothy W. McLain,et al.  Vector Field Path Following for Miniature Air Vehicles , 2007, IEEE Transactions on Robotics.

[14]  S. Griffiths Vector Field Approach for Curved Path Following for Miniature Aerial Vehicles , 2006 .

[15]  Rogelio Lozano,et al.  Adaptive Trajectory Following for a Fixed-Wing UAV in Presence of Crosswind , 2013, J. Intell. Robotic Syst..

[16]  Alfredo Pironti,et al.  Path Generation and Tracking in 3-D for UAVs , 2009, IEEE Transactions on Control Systems Technology.

[17]  Thor I. Fossen,et al.  Integral LOS Path Following for Curved Paths Based on a Monotone Cubic Hermite Spline Parametrization , 2014, IEEE Transactions on Control Systems Technology.

[18]  Dragan Nesic,et al.  Path-Following for Nonlinear Systems With Unstable Zero Dynamics , 2007, IEEE Transactions on Automatic Control.

[19]  Naira Hovakimyan,et al.  Path Following for Unmanned Aerial Vehicles Using L1 Adaptive Augmentation of Commercial Autopilots , 2010 .

[20]  João Pedro Hespanha,et al.  Performance limitations in reference tracking and path following for nonlinear systems , 2008, Autom..

[21]  Renato Zaccaria,et al.  Path Following for Unicycle Robots With an Arbitrary Path Curvature , 2011, IEEE Transactions on Robotics.

[22]  P. B. Sujit,et al.  Unmanned Aerial Vehicle Path Following: A Survey and Analysis of Algorithms for Fixed-Wing Unmanned Aerial Vehicless , 2014, IEEE Control Systems.

[23]  Daibing Zhang,et al.  Model Predictive Control Based Integral Line-of-Sight Curved Path Following for Unmanned Aerial Vehicle , 2017 .

[24]  João P. Hespanha,et al.  Trajectory-Tracking and Path-Following of Underactuated Autonomous Vehicles With Parametric Modeling Uncertainty , 2007, IEEE Transactions on Automatic Control.

[25]  Richard M. Murray,et al.  A Mathematical Introduction to Robotic Manipulation , 1994 .

[26]  Eduardo Sontag Input to State Stability: Basic Concepts and Results , 2008 .

[27]  Bérénice Mettler,et al.  Survey of Motion Planning Literature in the Presence of Uncertainty: Considerations for UAV Guidance , 2012, J. Intell. Robotic Syst..