DocumentCode :
2991650
Title :
Development of a low cost inertial measurement unit for UAV applications with Kalman Filter based attitude determination
Author :
Perez-D´Arpino, Claudia ; Vigouroux, Damian ; Medina-Meléndez, Wilfredis ; Fermín, Leonardo ; Torrealba, Rafael R. ; Grieco, Juan C. ; Fernández-López, Gerardo
Author_Institution :
Mechatron. Res. Group, Simon Bolivar Univ., Venezuela
fYear :
2011
fDate :
11-12 April 2011
Firstpage :
178
Lastpage :
183
Abstract :
This paper presents the development of an inertial measurement unit (IMU) specially designed for unmanned aerial vehicles (UAV) applications. The design was intended to be a low cost solution of high performance for robotic applications using 3-axis accelerometers and 3-axis gyroscopes MEMS sensors. We present simultaneous sampling to avoid the loss of orthogonality of the inertial measurements due to multiplexed data acquisition commonly used in low cost IMUs, as well as anti-aliasing processing. The IMU was implemented in two boards to separate the sensors from the processing hardware in order to be able to use it with different sets of sensors. The sensor fusion algorithm for attitude determination is based on the Kalman Filter. As testing process, the IMU was installed in a 2-DOF helicopter and the results were compared with those obtained from the encoders for the pitch and roll angles. We also present the results of the IMU installed in a T-REX 450 scale helicopter inside a motion analysis laboratory, using a custom-design safety stand that supports the helicopter allowing only its rotational 3-DOF (roll, pitch and yaw movements). Those demanding experiences tested the IMU performance under true UAV conditions and the results exhibited a maximum RMS error of 4°.
Keywords :
Kalman filters; accelerometers; attitude control; gyroscopes; helicopters; inertial navigation; microsensors; motion control; remotely operated vehicles; sensor fusion; 2-DOF helicopter; 3-axis accelerometer; 3-axis gyroscope; IMU performance; Kalman filter; MEMS sensor; T-REX 450 scale helicopter; UAV application; antialiasing processing; attitude determination; custom-design safety stand; inertial measurement unit; low cost solution; motion analysis laboratory; multiplexed data acquisition; pitch angle; pitch movement; robotic application; roll angle; roll movement; sensor fusion; unmanned aerial vehicle; yaw movement; Accelerometers; Calibration; Gyroscopes; Helicopters; Kalman filters; Laboratories; Sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Technologies for Practical Robot Applications (TePRA), 2011 IEEE Conference on
Conference_Location :
Woburn, MA
Print_ISBN :
978-1-61284-482-4
Type :
conf
DOI :
10.1109/TEPRA.2011.5753503
Filename :
5753503
Link To Document :
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