Title :
Anti multipath cellular radio location for DS/CDMA systems using a novel EKF subchip RAKE tracking loop
Author :
Fishler, Ehud ; Bobrovsky, Ben-Zion
Author_Institution :
Dept. of Electr. Eng., Tel Aviv Univ., Israel
fDate :
6/21/1905 12:00:00 AM
Abstract :
This paper discusses an improved method for localization in a DS-CDMA based cellular-phone communication link. This method suggests an optimization for code synchronization, which allows for TDOA (time difference of arrival) estimations to be solved for the position of a mobile phone. It is known that the time delay of a received DS signal, derived from the classical DLL, may express severe timing errors due to multipath effects. A new anti multipath multi-tracking extended Kalman filter loop is shown to achieve far better results especially in the environment of specular multipath. Specifically, this new loop minimizes the errors due to multipath components by letting the EKF decide upon the best weights of its sub-chip processing branches, resulting in a RAKE-like tracking loop. This loop tracks not only the line of sight path, but also the other multipath components as well as their power and phase. It is shown that the implementation of this technique converges to the classical non-coherent code tracking DLL structure when no multipath is assumed, but results in a new and efficient tracking loop structure in the more realistic fading channel case. The application of this technique to the EIA IS-95 system is considered, where accurate location estimations as well as power management utilities are treated
Keywords :
Kalman filters; cellular radio; code division multiple access; delay estimation; delay lock loops; fading channels; interference suppression; multipath channels; radio receivers; radio tracking; spread spectrum communication; synchronisation; tracking filters; DS/CDMA systems; EIA IS-95 system; EKF subchip RAKE tracking loop; RAKE-like tracking loop; TDOA; anti multipath cellular radio location; anti multipath multi-tracking extended Kalman filter loop; cellular-phone communication link; classical noncoherent code tracking DLL structure; code synchronization; fading channel; localization; optimization; power management utilities; specular multipath; sub-chip processing branches; time difference of arrival; tracking loop structure; Delay effects; Fading; Land mobile radio cellular systems; Mobile communication; Mobile handsets; Multiaccess communication; Optimization methods; Time difference of arrival; Timing; Tracking loops;
Conference_Titel :
Military Communications Conference Proceedings, 1999. MILCOM 1999. IEEE
Conference_Location :
Atlantic City, NJ
Print_ISBN :
0-7803-5538-5
DOI :
10.1109/MILCOM.1999.821419