Title :
Design and implementation of an Attitude and Heading Reference System (AHRS)
Author :
Guerrero-Castellanos, J.F. ; Madrigal-Sastre, H. ; Durand, S. ; Marchand, N. ; Guerrero-Sánchez, W.F. ; Salmerón, B.B.
Author_Institution :
Fac. de Cienc. de la Electron., Benemerita Univ. Autonoma de Puebla (BUAP), Puebla, Mexico
Abstract :
This paper deals with the development and implementation of a cheap Micro Attitude and Heading Reference System (AHRS) using low-cost inertial and magnetic sensors. The orientation is parameterized with unit quaternion and the data fusion is done unifying a quaternion linear formulation of Wahba´s problem with a Multiplicative Extended Kalman Filter. It includes the gyro bias model. The estimation methodology proposed in this work is implemented and evaluated in real time, in order to assess its effectiveness. Special attention was paid to the low power consumption, speed and weight requirements, leading to the selection of a 16-bit microcontroller. The sensor suite is based on a tri-axis accelerometer, a dual axis gyro, a single axis gyro and a tri-axis magnetometer. Furthermore, the system is equipped with a Bluetooth module, which provides wireless capabilities. The total system supply voltage is 3.3 V. The dimension and weight are 60×40×15 mm and 60 g, respectively. The attitude rate estimation is 55.5 Hz.
Keywords :
Kalman filters; accelerometers; attitude measurement; least squares approximations; magnetic sensors; microcontrollers; microsensors; optimisation; remote sensing; singular value decomposition; AHRS; Bluetooth module; Wahba problem; data fusion; east-square optimization problem SVD; frequency 55.5 Hz; gyro bias model; low-cost inertial sensors; magnetic sensors; microattitude and heading reference system; microcontroller; multiplicative extended Kalman filter; power consumption; quaternion linear formulation; tri-axis accelerometer; tri-axis magnetometer; voltage 3.3 V; wireless capability; word length 16 bit; Accelerometers; Estimation; Magnetometers; Mathematical model; Quaternions; Robot sensing systems; Vectors; AHRS; MEKF (Multiplicative Extended Kalman Filter); MEMS sensors; SVD; Wahba´s problem; quaternion;
Conference_Titel :
Electrical Engineering Computing Science and Automatic Control (CCE), 2011 8th International Conference on
Conference_Location :
Merida City
Print_ISBN :
978-1-4577-1011-7
DOI :
10.1109/ICEEE.2011.6106610