DocumentCode
2175415
Title
Kalman filter based channel estimation in OFDM multi-user single-input-multi-output system
Author
Sheikh, Iftikhar A. ; Khan, Noor M. ; Rapajic, Predrag B.
Author_Institution
Nat. Univ. of Sci. & Technol., Pakistan
fYear
2004
fDate
30 Aug.-2 Sept. 2004
Firstpage
802
Lastpage
806
Abstract
The linear MMSE receiver, which utilizes Kalman filter channel estimation, gives excellent performance in a highly time-varying environment. The use of this receiver design in an OFDM based multi-user single-input-multi-output (MU-SIMO) system is investigated. The complex nature and behaviour of the channel and noise are taken into consideration during this performance analysis. From simulation results, the symbol error rate (SER) performance of this system is found to be quite satisfactory with the use of channel estimation through a Kalman filter based linear MMSE receiver. By accurately tracking the phase of the time-varying channel, this receiver can effectively counter the ´carrier frequency offset´ (CFO) problem.
Keywords
Kalman filters; OFDM modulation; channel estimation; error statistics; least mean squares methods; multiuser channels; radio receivers; random noise; time-varying channels; Kalman filter channel estimation; OFDM multi-user single-input-multi-output system; carrier frequency offset; linear MMSE receiver; symbol error rate; time-varying channel; Aerospace engineering; Antenna arrays; Base stations; Channel estimation; Doppler shift; Educational institutions; MIMO; Mobile antennas; Multiple access interference; OFDM;
fLanguage
English
Publisher
ieee
Conference_Titel
Spread Spectrum Techniques and Applications, 2004 IEEE Eighth International Symposium on
Print_ISBN
0-7803-8408-3
Type
conf
DOI
10.1109/ISSSTA.2004.1371811
Filename
1371811
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