Survey of advances in guidance, navigation, and control of unmanned rotorcraft systems

F Kendoul - Journal of Field Robotics, 2012 - Wiley Online Library
Recently, there has been growing interest in developing unmanned aircraft systems (UAS)
with advanced onboard autonomous capabilities. This paper describes the current state of …

Nonlinear complementary filters on the special orthogonal group

R Mahony, T Hamel, JM Pflimlin - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This paper considers the problem of obtaining good attitude estimates from measurements
obtained from typical low cost inertial measurement units. The outputs of such systems are …

Autonomous helicopter aerobatics through apprenticeship learning

P Abbeel, A Coates, AY Ng - The International Journal of …, 2010 - journals.sagepub.com
Autonomous helicopter flight is widely regarded to be a highly challenging control problem.
Despite this fact, human experts can reliably fly helicopters through a wide range of …

Autonomous inverted helicopter flight via reinforcement learning

AY Ng, A Coates, M Diel, V Ganapathi… - Experimental robotics IX …, 2006 - Springer
Helicopters have highly stochastic, nonlinear, dynamics, and autonomous helicopter flight is
widely regarded to be a challenging control problem. As helicopters are highly unstable at …

An application of reinforcement learning to aerobatic helicopter flight

P Abbeel, A Coates, M Quigley… - Advances in neural …, 2006 - proceedings.neurips.cc
Autonomous helicopter flight is widely regarded to be a highly challenging control problem.
This paper presents the first successful autonomous completion on a real RC helicopter of …

Concurrent learning for convergence in adaptive control without persistency of excitation

G Chowdhary, E Johnson - 49th IEEE Conference on Decision …, 2010 - ieeexplore.ieee.org
We show that for an adaptive controller that uses recorded and instantaneous data
concurrently for adaptation, a verifiable condition on linear independence of the recorded …

A complementary filter for attitude estimation of a fixed-wing UAV

M Euston, P Coote, R Mahony, J Kim… - 2008 IEEE/RSJ …, 2008 - ieeexplore.ieee.org
This paper considers the question of using a nonlinear complementary filter for attitude
estimation of fixed-wing unmanned aerial vehicle (UAV) given only measurements from a …

Deep learning helicopter dynamics models

A Punjani, P Abbeel - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
We consider the problem of system identification of helicopter dynamics. Helicopters are
complex systems, coupling rigid body dynamics with aerodynamics, engine dynamics …

Complementary filter design on the special orthogonal group SO (3)

R Mahony, T Hamel, JM Pflimlin - Proceedings of the 44th IEEE …, 2005 - ieeexplore.ieee.org
This paper considers the problem of obtaining high quality attitude extraction and gyros bias
estimation from typical low cost intertial measurement units for applications in control of …

Automatic take off, tracking and landing of a miniature UAV on a moving carrier vehicle

KE Wenzel, A Masselli, A Zell - Journal of intelligent & robotic systems, 2011 - Springer
We present a system consisting of a miniature unmanned aerial vehicle (UAV) and a small
carrier vehicle, in which the UAV is capable of autonomously starting from the moving …