Title :
Optimizing multi-cell massive MIMO for spectral efficiency: How Many users should be scheduled?
Author :
Bjornson, Emil ; Larsson, Erik G. ; Debbah, Merouane
Author_Institution :
Dept. of Electr. Eng. (ISY), Linkoping Univ., Linköping, Sweden
Abstract :
Massive MIMO is a promising technique to increase the spectral efficiency of cellular networks, by deploying antenna arrays with hundreds or thousands of active elements at the base stations and performing coherent beamforming. A common rule-of-thumb is that these systems should have an order of magnitude more antennas, N, than scheduled users, K, because the users´ channels are then likely to be quasi-orthogonal. However, it has not been proved that this rule-of-thumb actually maximizes the spectral efficiency. In this paper, we analyze how the optimal number of scheduled users, K*, depends on N and other system parameters. The value of K* in the large-N regime is derived in closed form, while simulations are used to show what happens at finite N, in different interference scenarios, and for different beamforming.
Keywords :
MIMO communication; antenna arrays; array signal processing; cellular radio; optimisation; radiofrequency interference; antenna arrays; base stations; cellular networks; coherent beamforming; interference scenarios; large-N regime; multicell massive MIMO optimization; rule-of-thumb; spectral efficiency; system parameters; Antennas; Array signal processing; Channel estimation; Coherence; Interference; MIMO; Wireless communication; Massive MIMO; pilot contamination; user scheduling;
Conference_Titel :
Signal and Information Processing (GlobalSIP), 2014 IEEE Global Conference on
Conference_Location :
Atlanta, GA
DOI :
10.1109/GlobalSIP.2014.7032190