Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking
The combination of user-centric network densification and distributed massive multiple-input multiple-output (MIMO) operation has recently brought along a new paradigm in the wireless communications arena, referred to as cell-free massive MIMO networking. In these networks, a large number of distrib...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2020-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8970501/ |
id |
doaj-3d62003c65964788b374b89e09034d92 |
---|---|
record_format |
Article |
spelling |
doaj-3d62003c65964788b374b89e09034d922021-03-30T01:17:10ZengIEEEIEEE Access2169-35362020-01-018217882180310.1109/ACCESS.2020.29698158970501Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO NetworkingGuillem Femenias0https://orcid.org/0000-0003-2002-1733Narjes Lassoued1https://orcid.org/0000-0003-0622-1229Felip Riera-Palou2https://orcid.org/0000-0001-7080-3173Mobile Communications Group, University of the Balearic Islands, Palma, SpainINNOV’COM Research Laboratory, University of Carthage, Gabes, TunisiaMobile Communications Group, University of the Balearic Islands, Palma, SpainThe combination of user-centric network densification and distributed massive multiple-input multiple-output (MIMO) operation has recently brought along a new paradigm in the wireless communications arena, referred to as cell-free massive MIMO networking. In these networks, a large number of distributed access points (APs), coordinated by a central processing unit (CPU), cooperate to coherently serve a large number of mobile stations (MSs) in the same time/frequency resource. Similar to what has been traditionally done with conventional cellular networks, cell-free massive MIMO networks will be dimensioned to provide the required quality of service (QoS) to MSs under heavy traffic load conditions, and thus they might be underutilized during low traffic load periods, leading to an inefficient use of both spectral and energy resources. Aiming at the implementation of green cell-free massive MIMO networks, this paper proposes and analyzes the performance of different AP switch ON/OFF (ASO) strategies designed to dynamically turn ON/OFF some of the APs based on the number and/or location of the active MSs in the network. The proposed framework considers line-of-sight (LOS) and non-line-of-sight (NLOS) links between APs and MSs, the use of different antenna array architectures at the access points (APs), suitably characterized by array-dependent spatial correlation matrices, and specific power consumption models for APs, MSs and fronthaul links between the APs and the CPU. Numerical results show that the use of properly designed ASO strategies in cell-free massive MIMO networks clearly improve the achievable energy efficiency. Moreover, they also reveal the existing trade-offs among the achievable energy efficiency, the available network-state information, and the hardware configuration (i.e., number of APs, number of transmit antennas per AP, and number of MSs).https://ieeexplore.ieee.org/document/8970501/AP ON/OFF switchinggreen networkingcell-free massive MIMOzero-forcing precoding |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Guillem Femenias Narjes Lassoued Felip Riera-Palou |
spellingShingle |
Guillem Femenias Narjes Lassoued Felip Riera-Palou Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking IEEE Access AP ON/OFF switching green networking cell-free massive MIMO zero-forcing precoding |
author_facet |
Guillem Femenias Narjes Lassoued Felip Riera-Palou |
author_sort |
Guillem Femenias |
title |
Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking |
title_short |
Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking |
title_full |
Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking |
title_fullStr |
Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking |
title_full_unstemmed |
Access Point Switch ON/OFF Strategies for Green Cell-Free Massive MIMO Networking |
title_sort |
access point switch on/off strategies for green cell-free massive mimo networking |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
The combination of user-centric network densification and distributed massive multiple-input multiple-output (MIMO) operation has recently brought along a new paradigm in the wireless communications arena, referred to as cell-free massive MIMO networking. In these networks, a large number of distributed access points (APs), coordinated by a central processing unit (CPU), cooperate to coherently serve a large number of mobile stations (MSs) in the same time/frequency resource. Similar to what has been traditionally done with conventional cellular networks, cell-free massive MIMO networks will be dimensioned to provide the required quality of service (QoS) to MSs under heavy traffic load conditions, and thus they might be underutilized during low traffic load periods, leading to an inefficient use of both spectral and energy resources. Aiming at the implementation of green cell-free massive MIMO networks, this paper proposes and analyzes the performance of different AP switch ON/OFF (ASO) strategies designed to dynamically turn ON/OFF some of the APs based on the number and/or location of the active MSs in the network. The proposed framework considers line-of-sight (LOS) and non-line-of-sight (NLOS) links between APs and MSs, the use of different antenna array architectures at the access points (APs), suitably characterized by array-dependent spatial correlation matrices, and specific power consumption models for APs, MSs and fronthaul links between the APs and the CPU. Numerical results show that the use of properly designed ASO strategies in cell-free massive MIMO networks clearly improve the achievable energy efficiency. Moreover, they also reveal the existing trade-offs among the achievable energy efficiency, the available network-state information, and the hardware configuration (i.e., number of APs, number of transmit antennas per AP, and number of MSs). |
topic |
AP ON/OFF switching green networking cell-free massive MIMO zero-forcing precoding |
url |
https://ieeexplore.ieee.org/document/8970501/ |
work_keys_str_mv |
AT guillemfemenias accesspointswitchonoffstrategiesforgreencellfreemassivemimonetworking AT narjeslassoued accesspointswitchonoffstrategiesforgreencellfreemassivemimonetworking AT feliprierapalou accesspointswitchonoffstrategiesforgreencellfreemassivemimonetworking |
_version_ |
1724187347684163584 |