Location tracking of mobiles in cellular radio networks

被引:128
作者
Hellebrandt, M [1 ]
Mathar, R [1 ]
机构
[1] Rhein Westfal TH Aachen, Insbesondere Anwendungen Informat, D-52056 Aachen, Germany
关键词
field strength; GSM standard; Kalman-Bucy filter; least-squares estimation; smoothing;
D O I
10.1109/25.790530
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:1558 / 1562
页数:5
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