Title :
On Convex Vector Precoding for Multiuser MIMO Broadcast Channels
Author :
De Miguel, Rodrigo ; Müller, Ralf R.
Author_Institution :
Dept. of Electron. & Telecommun., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
We propose different convex alphabet relaxation schemes for vector precoding in MIMO broadcast channels using binary, quaternary and octonary modulation. Expressions are presented for the probability of the different precoding schemes to achieve interference-free communication over singular channels. The energy of transmission is evaluated in the many user limit using the replica method from statistical physics. An alternative channel inversion technique is proposed which makes purely real binary alphabets perform as well as their complex extensions, resulting in reduced complexity in the optimization process. The relevance of the asymptotic analysis is confirmed by finite size simulations.
Keywords :
MIMO communication; broadcast channels; multiuser channels; precoding; statistical analysis; asymptotic analysis; binary modulation; channel inversion technique; convex alphabet relaxation schemes; convex vector precoding; interference-free communication; multiuser MIMO broadcast channels; octonary modulation; quaternary modulation; Asymptotic analysis; R-transform; channel inversion; multiple antennas; multiple-input multiple-output (MIMO) systems; nonlinear vector precoding; random matrices; replica method; singular channels; zero-forcing;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2009.2026517