Sensors 2013, 13(11), 15138-15158; doi:10.3390/s131115138
Article

A Robust Nonlinear Observer for Real-Time Attitude Estimation Using Low-Cost MEMS Inertial Sensors

Received: 7 September 2013; in revised form: 22 October 2013 / Accepted: 22 October 2013 / Published: 6 November 2013
(This article belongs to the Special Issue Modeling, Testing and Reliability Issues in MEMS Engineering 2013)
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: This paper deals with the attitude estimation of a rigid body equipped with angular velocity sensors and reference vector sensors. A quaternion-based nonlinear observer is proposed in order to fuse all information sources and to obtain an accurate estimation of the attitude. It is shown that the observer error dynamics can be separated into two passive subsystems connected in “feedback”. Then, this property is used to show that the error dynamics is input-to-state stable when the measurement disturbance is seen as an input and the error as the state. These results allow one to affirm that the observer is “robustly stable”. The proposed observer is evaluated in real-time with the design and implementation of an Attitude and Heading Reference System (AHRS) based on low-cost MEMS (Micro-Electro-Mechanical Systems) Inertial Measure Unit (IMU) and magnetic sensors and a 16-bit microcontroller. The resulting estimates are compared with a high precision motion system to demonstrate its performance.
Keywords: nonlinear attitude observer; quaternion; MEMS IMU; Attitude and Heading Reference System (AHRS); real-time implementation
PDF Full-text Download PDF Full-Text [2557 KB, uploaded 21 June 2014 10:05 CEST]

Export to BibTeX |
EndNote


MDPI and ACS Style

Guerrero-Castellanos, J.F.; Madrigal-Sastre, H.; Durand, S.; Torres, L.; Muñoz-Hernández, G.A. A Robust Nonlinear Observer for Real-Time Attitude Estimation Using Low-Cost MEMS Inertial Sensors. Sensors 2013, 13, 15138-15158.

AMA Style

Guerrero-Castellanos JF, Madrigal-Sastre H, Durand S, Torres L, Muñoz-Hernández GA. A Robust Nonlinear Observer for Real-Time Attitude Estimation Using Low-Cost MEMS Inertial Sensors. Sensors. 2013; 13(11):15138-15158.

Chicago/Turabian Style

Guerrero-Castellanos, José F.; Madrigal-Sastre, Heberto; Durand, Sylvain; Torres, Lizeth; Muñoz-Hernández, German A. 2013. "A Robust Nonlinear Observer for Real-Time Attitude Estimation Using Low-Cost MEMS Inertial Sensors." Sensors 13, no. 11: 15138-15158.

Sensors EISSN 1424-8220 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert