Title :
Fusion of heterogeneous sensor information for railway track diagnostics
Author :
Boronahin, A.M. ; Filatov, Yu.V. ; Larionov, D.Yu. ; Podgornaya, L.N. ; Shalymov, R.V.
Author_Institution :
St. Petersburg State Electrotech. Univ., St. Petersburg, Russia
Abstract :
The paper presents results of development of a system for railway track diagnostics. The system is developed on a base of integration of heterogeneous sensors (inertial sensors, receiver of the satellite navigation system, odometer and sensors of linear displacement). The key element of this system is the set of inertial measurement modules, based on micromechanical gyros and accelerometers, which are mounted directly onto an axle boxes (a cover of bearings) of the wheel pairs. Such a system architecture made it possible to carry out a scientific investigations of an action, provided by dynamic interaction between train and track onto the results of geometry deformations measurement, as well as to provide measurement of parameters like defects of the rail rolling surface.
Keywords :
acceleration measurement; accelerometers; axles; deformation; displacement measurement; distance measurement; gyroscopes; microsensors; railways; satellite navigation; sensor fusion; wheels; accelerometer; axle box; bearing; geometry deformation measurement; heterogeneous sensor information Fusion; inertial measurement module; inertial sensor; linear displacement sensors; micromechanical gyro; odometer; rail rolling surface; railway track diagnostics; satellite navigation system; wheel pair; Accelerometers; Geometry; Rail transportation; Rails; Silicon compounds; Tracking; Wheels; Railway track diagnostics; inertial measurement module; railway transport safety;
Conference_Titel :
Sensor Data Fusion: Trends, Solutions, Applications (SDF), 2014
Conference_Location :
Bonn
DOI :
10.1109/SDF.2014.6954716