TY - GEN
T1 - Model predictive quadrotor indoor position control
AU - Alexis, Kostas
AU - Papachristos, Christos
AU - Nikolakopoulos, George
AU - Tzes, Anthony
PY - 2011
Y1 - 2011
N2 - This article addresses the control problem of quadrotors in environments where absolute-localization data (GPS, positioning from external cameras) is inadequate. Based on an attached IMU and an optical flow sensor the quadrotor's translational velocity is estimated using an Extended Kalman Filter. Subject to the velocity measurements, the roll, pitch and yaw (RPY) angles, the angular rates and the translational accelerations a switching Model Predictive Controller is designed. The quadrotor dynamics is linearized at various operating points according to the angular rates and the RP-angles. The switching is inferred according to the various linearized models of the quadrotor. The controller is applied on a quadrotor prototype in low-altitude position hold maneuvers at very constrained environments. The experimental results indicate the overall system's efficiency in position/altitude set-point maneuvers.
AB - This article addresses the control problem of quadrotors in environments where absolute-localization data (GPS, positioning from external cameras) is inadequate. Based on an attached IMU and an optical flow sensor the quadrotor's translational velocity is estimated using an Extended Kalman Filter. Subject to the velocity measurements, the roll, pitch and yaw (RPY) angles, the angular rates and the translational accelerations a switching Model Predictive Controller is designed. The quadrotor dynamics is linearized at various operating points according to the angular rates and the RP-angles. The switching is inferred according to the various linearized models of the quadrotor. The controller is applied on a quadrotor prototype in low-altitude position hold maneuvers at very constrained environments. The experimental results indicate the overall system's efficiency in position/altitude set-point maneuvers.
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U2 - 10.1109/MED.2011.5983144
DO - 10.1109/MED.2011.5983144
M3 - Conference contribution
AN - SCOPUS:80052370346
SN - 9781457701252
T3 - 2011 19th Mediterranean Conference on Control and Automation, MED 2011
SP - 1247
EP - 1252
BT - 2011 19th Mediterranean Conference on Control and Automation, MED 2011
T2 - 2011 19th Mediterranean Conference on Control and Automation, MED 2011
Y2 - 20 June 2011 through 23 June 2011
ER -