Title :
Correlation based velocity estimation during acceleration phases with application in rail vehicles
Author :
Strauss, Tobias ; Hasberg, Carsten ; Hensel, Stefan
Author_Institution :
Dept. of Meas. & Control, Univ. of Karlsruhe, Karlsruhe, Germany
Abstract :
A reliable and precise velocity measurement is an important component of new train location systems. Several ways of measurement, e.g. with an optical sensor, GPS and eddy current sensors have already been under examination. This paper covers the velocity determination via correlation analysis using the measurement data of an eddy current sensor system. The common cross correlation is well suited to measure constant speeds. However, during phases of acceleration it is not sufficient for good accuracy due to a signal warp. For this reason a model based approach for signal rewarp will be presented in this paper, that eliminates or at least minimizes the influence of acceleration. Besides its main application in signal pre-processing for the velocity determination via cross correlation, the results of this algorithm can afterwards be used as an estimation of the acceleration as well.
Keywords :
correlation methods; eddy currents; railways; velocity measurement; acceleration phases; correlation analysis; eddy current sensor system; rail vehicles; velocity estimation; velocity measurement; Acceleration; Current measurement; Eddy currents; Global Positioning System; Optical sensors; Phase estimation; Rails; Sensor systems; Vehicles; Velocity measurement; cross correlation; model based re-sampling; signal warp; velocity estimation;
Conference_Titel :
Statistical Signal Processing, 2009. SSP '09. IEEE/SP 15th Workshop on
Conference_Location :
Cardiff
Print_ISBN :
978-1-4244-2709-3
Electronic_ISBN :
978-1-4244-2711-6
DOI :
10.1109/SSP.2009.5278456