Magnetic localization for perching UAVs on powerlines

Perching on powerlines to recharge provides a unique opportunity to extend the mission duration capabilities of small-scale UAVs (Unmanned Aerial Vehicles). In this paper, we investigate the feasibility of localizing an aircraft using the magnetic field generated by a current carrying wire through state estimation and hardware development. By using an Extended Kalman Filter to track the real and imaginary components of the magnetic field signal, we overcome the problems posed by the field's phase-amplitude ambiguity and demonstrate the ability to track an aircraft flying at speeds up to 8 m/s at a distance of 4 meters from the wire. We conclude that the achieved performance is adequate for controlling a bird-scale UAV in a dynamic perching maneuver and that our system would generalize to real world scenarios.

[1]  L. D. Montague,et al.  DESIGN OF AN ATTITUDE CONTROL SYSTEM WITH MAGNETOMETER SENSORS , 1963 .

[2]  B. Tossman Magnetic attitude control system for the radio astronomy Explorer-A satellite. , 1968 .

[3]  Mark L. Psiaki,et al.  N 8 9 - 1 5 9 5 1 Three-Axis Attitude Determination via Kalman Filtering of Magnetometer Data , 2003 .

[4]  Alexander Mamishev,et al.  Measurement of magnetic fields in the direct proximity of power line conductors , 1995 .

[5]  A. Geri,et al.  Magnetic fields generated by power lines , 1995 .

[6]  Theodore R. Bosela Introduction to Electrical Power System Technology , 1996 .

[7]  Jonathan P. How,et al.  Signal architecture for a Distributed Magnetic Local Positioning System , 2002, Proceedings of IEEE Sensors.

[8]  Giacomo Frulla Preliminary reliability design of a solar-powered high-altitude very long endurance unmanned air vehicle , 2002 .

[9]  Jonathan P. How,et al.  UAV Trajectory Design Using Total Field Collision Avoidance , 2003 .

[10]  J.M. Wharington,et al.  Heuristic control of dynamic soaring , 2004, 2004 5th Asian Control Conference (IEEE Cat. No.04EX904).

[11]  T. Hughes,et al.  Signals and systems , 2006, Genome Biology.

[12]  Ephrahim Garcia,et al.  Longitudinal dynamics of a perching aircraft , 2006 .

[13]  Philippe Martin,et al.  Invariant observers for attitude and heading estimation from low-cost inertial and magnetic sensors , 2007, 2007 46th IEEE Conference on Decision and Control.

[14]  Steven W. Blume,et al.  Electric Power System Basics , 2007 .

[15]  M. E. El-Hawary Introduction to Electrical Power Systems , 2008 .

[16]  Russ Tedrake,et al.  Experiments in Fixed-Wing UAV Perching , 2008 .

[17]  Ephrahim Garcia,et al.  Optimization of Perching Maneuvers Through Vehicle Morphing , 2008 .

[18]  Joseph L. Moore,et al.  Powerline perching with a fixed-wing UAV , 2009 .

[19]  Russ Tedrake,et al.  On the controllability of fixed-wing perching , 2009, 2009 American Control Conference.

[20]  Edwin Olson,et al.  LCM: Lightweight Communications and Marshalling , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.