Title :
A method for dead reckoning parameter correction in pedestrian navigation system
Author :
Jirawimut, Rommanee ; Ptasinski, Piotr ; Garaj, Vanja ; Cecelja, Franjo ; Balachandran, Wamadeva
Author_Institution :
Brunel Univ., Uxbridge, UK
fDate :
2/1/2003 12:00:00 AM
Abstract :
This paper presents a method for correcting dead reckoning parameters, which are heading and step size, for a pedestrian navigation system. In this method, the compass bias error and the step size error can be estimated during the period that the Global Positioning System (GPS) signal is available. The errors are used for correcting those parameters to improve the accuracy of position determination using only the dead reckoning system when the GPS signal is not available. The results show that the parameters can be estimated with reasonable accuracy. Moreover, the method also helps to increase the positioning accuracy when the GPS signal is available.
Keywords :
Global Positioning System; Kalman filters; error correction; measurement errors; measurement theory; GPS signal; Global Positioning System; Kalman filter; compass bias error estimation; dead reckoning parameter correction; heading; measurement model; pedestrian navigation system; positioning accuracy; step size error estimation; Dead reckoning; Frequency estimation; Frequency measurement; Global Positioning System; Legged locomotion; Magnetic sensors; Navigation; Parameter estimation; Position measurement; Size measurement;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2002.807986