Title :
On the fading number of multi-antenna systems over flat fading channels with memory and incomplete side information
Author :
Lapidoth, Amos ; Moser, Stefan M.
Author_Institution :
Signal & Inf. Process. Lab., Swiss Fed. Inst. of Technol., Zurich, Switzerland
Abstract :
Upper and lower bounds are derived on the capacity and fading number of multi-antenna systems operating over flat fading channels. The fading process may exhibit memory, and the receiver is assumed to have access to some incomplete (possibly ) side information related to the fading realization. For single-input single-output (SISO) systems these bounds typically yield an exact expression for the system´s fading number. This expression is evaluated explicitly in the SISO Gaussian case as a function of the fading mean, its power spectral density, and the mutual information rate between the fading process and side information. In the absence of side information, the fading number of such systems depends only on the mean and variance of the fading process and on the minimum mean squared-error in predicting the present fading from the past; it is not directly related to the Doppler spread or coherence time.
Keywords :
channel capacity; fading channels; receiving antennas; transmitting antennas; Gaussian case; SISO systems; channel capacity; fading number; flat fading channels; incomplete side information; lower bounds; minimum mean squared-error; multi-antenna systems; mutual information rate; power spectral density; receive antennas; single-input single-output systems; transmit antennas; upper bounds; Antenna accessories; Channel capacity; Covariance matrix; Entropy; Fading; Information processing; Mutual information; Receiving antennas; Signal processing; Transmitting antennas;
Conference_Titel :
Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7501-7
DOI :
10.1109/ISIT.2002.1023750