DocumentCode :
2853594
Title :
Channel estimation and tracking in spatially correlated MIMO OFDM systems
Author :
Enescu, Mihai ; Roman, Timo ; Koivunen, Visa
Author_Institution :
Signal Process. Laboratory, Helsinki Univ. of Technol., Finland
fYear :
2003
fDate :
28 Sept.-1 Oct. 2003
Firstpage :
347
Lastpage :
350
Abstract :
This paper addresses the problem of channel estimation for MIMO OFDM systems where the channels may be spatially correlated. Starting from OFDM transmission model with independent MIMO channels, we derive a new state-space model that accounts for spatial correlation at transmitter and receiver antenna arrays. Kalman filter is then applied to estimate and track the time-varying channels. Correlation parameters are also estimated from the received data.
Keywords :
Kalman filters; MIMO systems; OFDM modulation; antenna arrays; channel estimation; correlation methods; receiving antennas; time-varying channels; transmitting antennas; Kalman filter; MIMO channels; OFDM transmission model; channel estimation; correlation parameters; receiver antenna arrays; spatial correlation; state-space model; time-varying channels; transmitter antenna arrays; Antenna arrays; Channel estimation; MIMO; Matrix decomposition; OFDM; Receiving antennas; Signal to noise ratio; State estimation; Transmitters; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Statistical Signal Processing, 2003 IEEE Workshop on
Print_ISBN :
0-7803-7997-7
Type :
conf
DOI :
10.1109/SSP.2003.1289416
Filename :
1289416
Link To Document :
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