Title :
MIMO Mobile Terminal Tracking Using Bayesian Probability Estimation
Author :
Papakonstantinou, Konstantinos ; Debbah, Merouane ; Slock, Dirk
Author_Institution :
Inst. Eurecom, Sophia Antipolis
Abstract :
We present a simple and efficient way of tracking a mobile terminal (MT) using multiple antennas at the transmitter and the receiver. We consider the double directional model and use the Bayesian framework in order to estimate the speed and direction of the MT. We show in particular how to exploit the space dimension, inherently present in a MIMO system, to increase the estimation accuracy. In contrast to the majority of solutions that have been proposed so far for MT localization and tracking, this new method is suitable for a non-line-of-sight (NLoS) propagation scenario and employs only one base station (BS).
Keywords :
Bayes methods; MIMO communication; mobile communication; Bayesian probability estimation; MIMO mobile terminal tracking; direction estimation; double directional model; multiple antennas; non-line-of-sight propagation; speed estimation; Base stations; Bayesian methods; Direction of arrival estimation; Directive antennas; MIMO; Mobile antennas; Mobile communication; Receiving antennas; Transmitters; Transmitting antennas;
Conference_Titel :
Signals, Systems and Computers, 2007. ACSSC 2007. Conference Record of the Forty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2109-1
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2007.4487488