Title :
A Fast Calibration Method for Triaxial Magnetometers
Author :
Tabatabaei, Seyed Amir Hoseini ; Gluhak, Alexander ; Tafazolli, Rahim
Author_Institution :
Centre for Commun. Syst. Res., Univ. of Surrey, Guildford, UK
Abstract :
This paper presents a novel iterative calibration algorithm for triaxial magnetometers. The proposed algorithm estimates and compensates the effects of deterministic interference parameters using only nine distinct measurements. The results of our extensive simulations and empirical evaluations confirm that the proposed method outperforms conventional ellipsoid fitting based models both in terms of accuracy and reliability even in the presence of a moderate wideband noise. The algorithm also achieves considerably faster convergence, which makes it suitable for real-time applications. The algorithm performance is also shown to be independent of the initial guesses of the interference parameters.
Keywords :
calibration; curve fitting; interference suppression; iterative methods; magnetic field measurement; magnetometers; deterministic interference parameter effect compensation; ellipsoid fitting based model; iterative calibration algorithm; measurement accuracy; measurement reliability; triaxial magnetometer; wideband noise; Accuracy; Calibration; Estimation; Interference; Magnetometers; Noise; Vectors; Calibration; iterative algorithm; magnetic field measurement; parameter estimation;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2013.2263913