Long Endurance Autonomous Flight for Unmanned Aerial Vehicles

This paper presents a summary of research performed at the University of Sydney towards extending the flight duration of fixed-wing unmanned aerial vehicles. A historical context to extended flight is provided and particular attention is paid to research in autonomous soaring and aerial refueling. Autonomous soaring presents a unique set of challenges whereby an aircraft must autonomously identify sources of energy in the wind field and generate trajectories to exploit these conditions to collect energy. The basic mechanisms of soaring flight are examined and methods for generating energy gaining trajectories for exploration, information gathering and patrolling missions with multiple aircraft are detailed. Aerial refueling represents a complementary approach for extending flight duration, and the challenges and current efforts towards autonomous refueling between small aircraft are also detailed.

[1]  Edward A. Haering,et al.  Airdata calibration of a high-performance aircraft for measuring atmospheric wind profiles , 1990 .

[2]  Nicholas R. J. Lawrance,et al.  Nonmyopic planning for long-term information gathering with an aerial glider , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[3]  D. Costa,et al.  Fast and fuel efficient? Optimal use of wind by flying albatrosses , 2000, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[4]  Nicholas R. J. Lawrance,et al.  Path planning for autonomous soaring flight in dynamic wind fields , 2011, 2011 IEEE International Conference on Robotics and Automation.

[5]  Nicholas R. J. Lawrance,et al.  Autonomous Exploration of a Wind Field with a Gliding Aircraft , 2011 .

[6]  Eric N. Johnson,et al.  Real-Time Vision-Based Relative Aircraft Navigation , 2007, J. Aerosp. Comput. Inf. Commun..

[7]  Nicholas R. J. Lawrance,et al.  Gaussian processes for informative exploration in reinforcement learning , 2013, 2013 IEEE International Conference on Robotics and Automation.

[8]  Jack W. Langelaan,et al.  Receding Horizon Control for Atmospheric Energy Harvesting by Small UAVs , 2010 .

[9]  Daniel J. Edwards,et al.  Autonomous Soaring: The Montague Cross-Country Challenge , 2010 .

[10]  Tamás Vicsek,et al.  Thermal soaring flight of birds and unmanned aerial vehicles , 2010, Bioinspiration & biomimetics.

[11]  Monish D. Tandale,et al.  Vision-Based Sensor and Navigation System for Autonomous Air Refueling , 2005 .

[12]  Simon M. Lucas,et al.  A Survey of Monte Carlo Tree Search Methods , 2012, IEEE Transactions on Computational Intelligence and AI in Games.

[13]  Jen Jen Chung,et al.  A new utility function for smooth transition between exploration and exploitation of a wind energy field , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[14]  Mark J. Monda,et al.  Boom and Receptacle Autonomous Air Refueling Using Visual Snake Optical Sensor , 2007 .

[15]  C. J. Wood THE FLIGHT OF ALBATROSSES (A COMPUTER SIMULATION) , 2008 .

[16]  Jason L. Speyer,et al.  Sensor Fusion Applied to Autonomous Aerial Refueling , 2009 .

[17]  Joachim L. Grenestedt,et al.  Wind field estimation for autonomous dynamic soaring , 2012, 2012 IEEE International Conference on Robotics and Automation.

[18]  G. Sachs Minimum shear wind strength required for dynamic soaring of albatrosses , 2004 .

[19]  Jason A. Kyle Optimal soaring by a small autonomous glider , 2006 .

[20]  Mark B. Boslough Autonomous Dynamic Soaring Platform for Distributed Mobile Sensor Arrays , 2002 .

[21]  Jack W. Langelaan Gust Energy Extraction for Mini and Micro Uninhabited Aerial Vehicles , 2009 .

[22]  Jean-Arcady Meyer,et al.  Soaring behaviors in UAVs : 'animat' design methodology and current results , 2007 .

[23]  Larry S. Davis,et al.  Model-based object pose in 25 lines of code , 1992, International Journal of Computer Vision.

[24]  Costanzo Manes,et al.  Comparative Study of Unscented Kalman Filter and Extended Kalman Filter for Position/Attitude Estimation in Unmanned Aerial Vehicles , 2008 .

[25]  Tao Wang,et al.  Camera Based Localization for Autonomous UAV Formation Flight , 2011 .

[26]  A L Treaster,et al.  The calibration and application of five-hole probes , 1978 .

[27]  Nicholas R. J. Lawrance,et al.  Energy-constrained motion planning for information gathering with autonomous aerial soaring , 2013, 2013 IEEE International Conference on Robotics and Automation.

[28]  Aníbal Ollero,et al.  Cooperative Large Area Surveillance with a Team of Aerial Mobile Robots for Long Endurance Missions , 2013, J. Intell. Robotic Syst..

[29]  Jonathan P. How,et al.  A New Nonlinear Guidance Logic for Trajectory Tracking , 2004 .

[30]  H.F. Durrant-Whyte,et al.  A new approach for filtering nonlinear systems , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[31]  Gregory D. Hager,et al.  Fast and Globally Convergent Pose Estimation from Video Images , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[32]  Mario G. Perhinschi,et al.  Machine Vision/GPS Integration Using EKF for the UAV Aerial Refueling Problem , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[33]  Salah Sukkarieh,et al.  UAV Rendezvous: From Concept to Flight Test , 2012 .

[34]  Nicholas R. J. Lawrance,et al.  A guidance and control strategy for dynamic soaring with a gliding UAV , 2009, 2009 IEEE International Conference on Robotics and Automation.

[35]  Ramachandra Jayant Sattigeri,et al.  Adaptive Estimation and Control with Application to Vision-based Autonomous Formation Flight , 2007 .

[36]  V. Lepetit,et al.  EPnP: An Accurate O(n) Solution to the PnP Problem , 2009, International Journal of Computer Vision.

[37]  Marcello R. Napolitano,et al.  Comparison of point matching algorithms for the UAV aerial refueling problem , 2010, Machine Vision and Applications.

[38]  Marcello R. Napolitano,et al.  Design and Flight Testing Evaluation of Formation Control Laws , 2006, IEEE Transactions on Control Systems Technology.

[39]  S. L. WALKDEN,et al.  Experimental Study of the “Soaring” of Albatrosses. , 1925, Nature.

[40]  Michael J. Allen,et al.  Autonomous Soaring for Improved Endurance of a Small Uninhabited Air Vehicle , 2005 .