Title :
Linearly prefiltered OFDM based on long-term properties of the channel covariance matrix
Author :
Szabo, Andrei ; Kurpjuhn, Tobias P. ; Utschick, Wolfgang
Author_Institution :
Inst. for Circuit Theor. & Signal Process., Munich Univ. of Technol., Germany
Abstract :
In this article we introduce an improved OFDM scheme in the frame of linearly precoded OFDM, based on the long-term properties of the channel. The channel covariance matrix is computed based on the ITU channel model and we show that the propagation delays represent long-term properties which leads to correlation between several subchannels. The long-term channel covariance matrix can be fed back to the transmitter and the extra knowledge used for prefiltering. We propose a scheme in which the symbols are linearly prefiltered with the eigenvectors of the channel covariance matrix corresponding to the significant eigenvalues and use multistream detection at the receiver side. The results of the simulations showed that eigenpreprocessing with adaptive bit and power loading and LMMSE detection at the receiver side provides a significantly lower bit error rate, especially at high signal to noise ratios compared with other types of linear prefiltering that do not use knowledge about the channel covariance matrix.
Keywords :
OFDM modulation; adaptive signal detection; correlation theory; covariance matrices; eigenvalues and eigenfunctions; error statistics; least mean squares methods; mobile radio; radio receivers; radiowave propagation; ITU channel model; LMMSE detection; adaptive bit loading; bit error rate; channel covariance matrix; eigenpreprocessing; eigenvectors; linearly prefiltered OFDM; long-term properties; multistream detection; power loading; propagation delays; receiver; signal to noise ratios; significant eigenvalues; subchannel correlation; wideband mobile communication systems; Circuit theory; Covariance matrix; Fading; Intersymbol interference; Mobile communication; OFDM; Propagation delay; Robustness; Signal processing; Transmitters;
Conference_Titel :
Vehicular Technology Conference, 2002. Proceedings. VTC 2002-Fall. 2002 IEEE 56th
Print_ISBN :
0-7803-7467-3
DOI :
10.1109/VETECF.2002.1040582