Title :
Parameter estimation of measured channels in mobile MIMO OFDM system
Author :
Enescu, Mihai ; Herdin, Markus ; Roman, Tho ; Koivunen, Visa
Author_Institution :
Lab. of Signal Process. & Comput. Technol., Helsinki Univ. of Technol., Espoo, Finland
Abstract :
In this paper the feasibility of adaptive channel parameter estimation method for measured MIMO channels is studied. Our investigations are based on building a state-space model for the MIMO OFDM transmission, that accounts also for the 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. Our simulations are based on measured MIMO channels and show that reliable channel estimation can be performed under realistic conditions.
Keywords :
adaptive Kalman filters; adaptive antenna arrays; channel estimation; correlation theory; mobile radio; receiving antennas; time-varying channels; transmitting antennas; Kalman filter; adaptive channel parameter estimation method; mobile MIMO OFDM system; receiver antenna array; spatial correlation; state-space model; time-varying channel; transmitter antenna array; Antenna arrays; Antenna measurements; Channel estimation; MIMO; OFDM; Parameter estimation; Receiving antennas; Time-varying channels; Transmitters; Transmitting antennas;
Conference_Titel :
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Print_ISBN :
0-7803-8689-2
DOI :
10.1109/ISSPIT.2004.1433703