Title :
A new joint transmit and receive optimization scheme for OFDM-based MIMO systems
Author :
Khaled, Nadia ; Thoen, Steven ; Vizzardi, Matteo ; Desset, Claude
Author_Institution :
IMEC, Leuven, Belgium
Abstract :
To approach the potential MIMO capacity while optimizing the system performance, a joint Tx/Rx MMSE design has been proposed. It is an optimal linear scheme for spatial multiplexing MIMO systems assuming a fixed number of parallel data streams as well as fixed modulation and coding across these streams. The use of OFDM enables a low-complexity implementation of this design for frequency-selective MIMO channels. In such a MIMO/OFDM set-up, the state-of-the-art joint Tx/Rx MMSE approach would arbitrarily choose and fix the number of space-frequency data streams p to be transmitted, which may lead to an inefficient power allocation strategy and a non-minimum bit-error-rate (BER). Therefore, in this paper, we propose to relax the fixed number of streams p constraint and address the issue of optimizing p for this design under fixed average total transmit power PT and fixed global rate R constraints. In typical frequency-selective indoor channels, the resulting space-frequency optimized joint Tx/Rx MMSE design is shown to lead to a 10 dB SNR gain over the full spatial multiplexing conventional joint Tx/Rx MMSE design for a (2,2) MIMO/OFDM set-up at BER = 10-3 and an average spectral efficiency of 4 bits/carrier. Such a dramatic improvement is due to the better exploitation of the system´s frequency and space diversity enabled by the proposed optimization.
Keywords :
MIMO systems; OFDM modulation; diversity reception; error statistics; indoor radio; least mean squares methods; optimisation; wireless LAN; 10 dB; MIMO systems; OFDM; Tx/Rx MMSE design; bit-error-rate; fixed average total transmit power; fixed global rate constraints; fixed modulation; frequency-selective MIMO channels; frequency-selective indoor channels; full spatial multiplexing; joint transmit/receive optimization scheme; low-complexity implementation; multiple input multiple output; optimal linear scheme; orthogonal frequency division multiplexing; parallel data streams; space diversity; space-frequency data streams; spatial multiplexing MIMO systems; wireless LAN; Bit error rate; Design optimization; Filters; Frequency diversity; Gain; MIMO; Modulation coding; OFDM modulation; System performance; Wireless LAN;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1207776