Title :
Sharpened capacity lower bounds of fading MIMO channels with imperfect CSI
Author :
Pastore, Adriano ; Hoydis, Jakob ; Fonollosa, Javier R.
Author_Institution :
Dept. of Signal Theor. & Commun., Univ. Politec. de Catalunya, Barcelona, Spain
Abstract :
A well-established capacity lower bound of multiple-input multiple-output (MIMO) single-user fading channels operating with imperfect receiver-side channel-state information (CSI) is improved using a simple rate-splitting and successive-decoding scheme. The potential improvement is shown to increase with the number of allowed decoding steps (layers) to such extent that the best layering strategy is approached in the limit as the number of layers tends to infinity. We give a general analytic expression of this limit, which constitutes a new capacity lower bound that is sharper than the conventional bound. Using large random matrix theory, we derive an asymptotic approximation of this novel bound, which is shown via numerical simulation to be highly accurate over the whole range of signal-to-noise ratios.
Keywords :
MIMO communication; approximation theory; channel allocation; decoding; fading channels; matrix algebra; asymptotic approximation; fading MIMO channel; imperfect CSI; layering strategy; multiple-input multiple-output channel; random matrix theory; rate-splitting; receiver-side channel-state information; sharpened capacity lower bounds; signal-to-noise ratio; single-user fading channel; successive-decoding scheme; Approximation methods; Channel estimation; Decoding; Fading; MIMO; Mutual information; Receivers;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620594