On the Total Energy Efficiency of Cell-Free Massive MIMO

• We consider the cell-free massive multiple-input multiple-output (MIMO) downlink, where a very large number of distributed multiple-antenna access points (APs) serve many single-antenna users in the same time-frequency resource. A simple (distributed) conjugate beamforming scheme is applied at each AP via the use of local channel state information (CSI). This CSI is acquired through time-division duplex operation and the reception of uplink training signals transmitted by the users. We derive a closed-form expression for the spectral efficiency taking into account the effects of channel estimation errors and power control. This closed-form result enables us to analyze the effects of backhaul power consumption, the number of APs, and the number of antennas per AP on the total energy efficiency, as well as, to design an optimal power allocation algorithm. The optimal power allocation algorithm aims at maximizing the total energy efficiency, subject to a per-user spectral efficiency constraint and a per-AP power constraint. Compared with the equal power control, our proposed power allocation scheme can double the total energy efficiency. Furthermore, we propose AP selections schemes, in which each user chooses a subset of APs, to reduce the power consumption caused by the backhaul links. With our proposed AP selection schemes, the total energy efficiency increases significantly, especially for large numbers of APs. Moreover, under a requirement of good quality-of-service for all users, cell-free massive MIMO outperforms the colocated counterpart in terms of energy efficiency.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)

Keyword

MIMO communication

antenna arrays

array signal processing

channel estimation

energy conservation

power consumption

telecommunication power management

wireless channels

AP selection schemes

backhaul power consumption

cell-free massive MIMO

cell-free massive multiple input multiple output downlink

channel estimation errors

closed-form expression

conjugate beamforming scheme

distributed multiple-antenna access points

optimal power allocation algorithm

per-AP power constraint

per-user spectral efficiency constraint

power allocation scheme

power control

quality of service

single-antenna users

spectral efficiency

time-division duplex operation

total energy efficiency

Antennas

Downlink

MIMO

Power demand

Uplink

conjugate beamforming

energy efficiency

massive MIMO

network MIMO

Publication and Content Type

ref (subject category)

art (subject category)