Title :
Quadrotors and Accelerometers: State Estimation with an Improved Dynamic Model
Author :
Leishman, Robert C. ; Macdonald, John C. ; Beard, R.W. ; McLain, Timothy W.
Author_Institution :
U.S. Air Force Res. Lab., Wright-Patterson AFB, OH, USA
Abstract :
Results are presented that quantify how velocity and attitude estimates can benefit from an improvement to the traditional quadrotor dynamic model. The improved model allows accelerometer measurements, which are routinely available at high rates, to reduce an estimator´s dependence on complex exteroceptive measurements, such as those obtained by an onboard camera or laser range finder.
Keywords :
accelerometers; attitude measurement; autonomous aerial vehicles; helicopters; robot dynamics; state estimation; velocity measurement; accelerometers; attitude estimation; autonomous flight; confined spaces; dynamic model; obstacle avoidance; quadrotor flight; state estimation; unknown-complex environments; velocity estimation; Aircraft navigation; Algorithm design and analysis; Rotors; Sensors; Unmanned aerial vehicles;
Journal_Title :
Control Systems, IEEE
DOI :
10.1109/MCS.2013.2287362