DocumentCode :
2033740
Title :
Blind tracking of time-varying MIMO channel with Alamouti scheme in interception context
Author :
Daumont, Steredenn ; GUennec, Daniel Le
Author_Institution :
IPSIS Soc., Cesson-Sevigne, France
fYear :
2008
fDate :
21-24 Oct. 2008
Firstpage :
443
Lastpage :
447
Abstract :
The context of this paper is interception, thus nothing is known on emission. This paper addresses the problem of time-varying multiple input multiple output channel estimation and tracking with Kalman filter for Alamouti scheme. Generally, Kalman filter must be initialized by training sequences, but in interception systems, such sequences don¿t exist. So, we propose in this paper to use blind source separation to estimate the first transmitted symbols and we use them like pilot symbols for initializing Kalman filter. Performances obtained by using a Kalman filter initialized by blind source separation are better than blind source separation.
Keywords :
Kalman filters; MIMO communication; blind source separation; channel estimation; time-varying channels; tracking filters; Alamouti scheme; Kalman filter; blind source separation; channel blind tracking; interception context systems; multiple input multiple output channel estimation; time-varying MIMO channel; tracking filter; Additive noise; Blind source separation; Channel estimation; Decoding; Fading; Gaussian noise; MIMO; Receiving antennas; Source separation; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communication Systems. 2008. ISWCS '08. IEEE International Symposium on
Conference_Location :
Reykjavik
Print_ISBN :
978-1-4244-2488-7
Electronic_ISBN :
978-1-4244-2489-4
Type :
conf
DOI :
10.1109/ISWCS.2008.4726095
Filename :
4726095
Link To Document :
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