Title :
Location tracking of mobiles in cellular radio networks
Author :
Hellebrandt, Martin ; Mathar, Rudolf
Author_Institution :
Stochastik, Insbesondere Anwendungen in der Inf., Tech. Hochschule Aachen, Germany
fDate :
9/1/1999 12:00:00 AM
Abstract :
Some useful services in cellular radio networks and also a class of handover algorithms require knowledge of the present position and velocity of mobiles. This paper deals with a method to track mobiles by on-line monitoring of field strength data of surrounding base stations at successive time points. Such data is available in present global system for mobile communication (GSM) systems each 0.48 s and also in code-division multiple-access (CDMA) systems for transmission control. Because of strong random fluctuations of the signals, appropriate smoothing is the key point of the procedure. We develop a locally linear prediction model of successive positions as a basis for Kalman filtering. This approach turns out to be extremely successful, achieving average mislocations of 70 m in simulated test runs. Further improvement is possible by using external geographical information
Keywords :
Kalman filters; cellular radio; code division multiple access; field strength measurement; prediction theory; radio networks; radio tracking; smoothing methods; telecommunication control; tracking filters; CDMA systems; GSM systems; Kalman filtering; average mislocations; base stations a; cellular radio networks; code-division multiple-access; field strength data; geographical information; global system for mobile communication; handover algorithms; locally linear prediction model; location tracking; mobile position; mobile velocity; on-line monitoring; random signal fluctuations; simulated test runs; smoothing; transmission control; Base stations; Communication system control; Control systems; Fluctuations; GSM; Land mobile radio cellular systems; Monitoring; Multiaccess communication; Predictive models; Smoothing methods;
Journal_Title :
Vehicular Technology, IEEE Transactions on