Title :
Large System Analysis of the Energy Consumption Distribution in Multi-User MIMO Systems With Mobility
Author :
Sanguinetti, Luca ; Moustakas, Aris L. ; Bjornson, Emil ; Debbah, Merouane
Author_Institution :
Dipt. di Ing. dell´Inf., Univ. of Pisa, Pisa, Italy
Abstract :
In this work, we consider the downlink of a single-cell multi-user MIMO system in which the base station (BS) makes use of N antennas to communicate with K single-antenna user equipments (UEs). The UEs move around in the cell according to a random walk mobility model. We aim at determining the energy consumption distribution when different linear precoding techniques are used at the BS to guarantee target rates within a finite time interval T. The analysis is conducted in the asymptotic regime where N and K grow large with fixed ratio under the assumption of perfect channel state information (CSI). Both recent and standard results from large system analysis are used to provide concise formulae for the asymptotic transmit powers and beamforming vectors for all considered schemes. These results are eventually used to provide a deterministic approximation of the energy consumption and to study its fluctuations around this value in the form of a central limit theorem. Closed-form expressions for the asymptotic means and variances are given. Numerical results are used to validate the accuracy of the theoretical analysis and to make comparisons. We show how the results can be used to approximate the probability that a battery-powered BS runs out of energy and also to design the cell radius for minimizing the energy consumption per unit area. The imperfect CSI case is also briefly considered.
Keywords :
MIMO communication; approximation theory; cellular radio; energy consumption; mobility management (mobile radio); multiuser channels; precoding; vectors; CSI; asymptotic transmit powers; base station; battery-powered BS; beamforming vectors; central limit theorem; closed-form expressions; energy consumption distribution; linear precoding techniques; perfect channel state information; random walk mobility model; single-antenna user equipments; single-cell multiuser MIMO system; Antennas; Energy consumption; Interference; MIMO; Signal to noise ratio; Vectors; Wireless communication; Brownian motion; Energy consumption; andom matrix; brownian motion; central limit theorem; downlink; large system analysis; linear pre-coding techniques; multi-user MIMO; multi-user multiple-input multiple-output (MIMO); random matrix; random walk; user mobility;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2014.2372761