Title :
Asymptotic analysis of double-scattering channels
Author :
Hoydis, Jakob ; Couillet, Romain ; Debbah, Mérouane
Author_Institution :
Dept. of Telecommun., Supelec, Gif-sur-Yvette, France
Abstract :
We consider a multiple-input multiple-output (MIMO) multiple access channel (MAC), where the channel between each transmitter and the receiver is modeled by the double-scattering channel model. Based on novel techniques from random matrix theory, we derive deterministic approximations of the mutual information, the signal-to-noise-plus-interference-ratio (SINR) at the output of the minimum-mean-square-error (MMSE) detector and the sum-rate with MMSE detection, which are almost surely tight in the large system limit. Moreover, we derive the asymptotically optimal transmit covariance matrices. Our simulation results show that the asymptotic analysis provides very close approximations for realistic system dimensions.
Keywords :
MIMO communication; electromagnetic wave scattering; least mean squares methods; matrix algebra; multi-access systems; wireless channels; MIMO; MMSE; SINR; deterministic approximation; double scattering channel asymptotic analysis; minimum-mean-square-error detector; multiple input multiple output multiple access channel; mutual information; random matrix theory; signal-to-noise-plus-interference-ratio; Approximation methods; Correlation; Ink; MIMO; Mutual information; Receiving antennas; Signal to noise ratio;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-0321-7
DOI :
10.1109/ACSSC.2011.6190361