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Optimal power allocation for MSE and bit-loading in MIMO systems and the impact of correlation

 
: Haustein, Thomas; Boche, H.

:

IEEE Signal Processing Society:
IEEE International Conference on Acoustics, Speech, and Signal Processing 2003. Proceedings. Vol.4: Signal processing for communications. Special sessions : April 6- 10, 2003, Hong Kong Convention & Exhibition Center, Hong Kong
Piscataway: IEEE Operations Center, 2003
ISBN: 0-7803-7663-3
pp.405-408
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) <2003, Hong Kong>
English
Conference Paper
Fraunhofer HHI ()

Abstract
The optimal power allocation to minimize the mean square error (MSE) in MIMO systems with and without channel knowledge at the transmitter (Tx) is investigated. Furthermore, the impact of correlation is discussed. We show that, for MIMO systems with no channel knowledge at the Tx, correlation increases the MSE at the receiver. This does not hold in general when channel knowledge is available at the Tx. The optimum transmit solution can then be obtained by solving an MSE minimization problem. Based on this solution, we present a bit loading algorithm which matches the optimum power allocation with a set of finite modulation alphabets with the constraint to certain bit error rate requirements.

: http://publica.fraunhofer.de/documents/N-252141.html