On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink
As reconfigurable intelligent surfaces (RISs) have been gradually brought to reality, a large amount of research has been conducted to investigate the immense benefits of RISs. That is because RISs enable us to artificially direct the radio wave propagating through the environment at a relatively lo...
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doaj-ccc2de49291a47f5b15505c3d6e7d7ae2021-06-01T01:38:59ZengMDPI AGElectronics2079-92922021-05-01101307130710.3390/electronics10111307On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO DownlinkMeng Zhang0Le Tan1Kelin Huang2Li You3School of Information Science and Engineering, Southeast University, Nanjing 211189, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing 211189, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing 211189, ChinaNational Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, ChinaAs reconfigurable intelligent surfaces (RISs) have been gradually brought to reality, a large amount of research has been conducted to investigate the immense benefits of RISs. That is because RISs enable us to artificially direct the radio wave propagating through the environment at a relatively low cost. This paper investigates the trade-off between spectral efficiency (SE) and energy efficiency (EE) in the RIS-aided multi-user multiple-input single-output downlink. We develop an optimization framework for designing the transmitting precoding at the base station and the phase shift values at the RIS to balance the EE-SE trade-off. The proposed iterative optimization framework for the design includes quadratic transform, alternating optimization, and weighted minimization mean-square error conversion. Simulation results illustrate our optimization framework algorithm exhibits effectiveness and a fast convergence rate.https://www.mdpi.com/2079-9292/10/11/1307energy efficiencyintelligent reflecting surface (IRS)multi-user downlinkreconfigurable intelligent surface (RIS)spectral efficiency |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Meng Zhang Le Tan Kelin Huang Li You |
spellingShingle |
Meng Zhang Le Tan Kelin Huang Li You On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink Electronics energy efficiency intelligent reflecting surface (IRS) multi-user downlink reconfigurable intelligent surface (RIS) spectral efficiency |
author_facet |
Meng Zhang Le Tan Kelin Huang Li You |
author_sort |
Meng Zhang |
title |
On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink |
title_short |
On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink |
title_full |
On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink |
title_fullStr |
On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink |
title_full_unstemmed |
On the Trade-Off between Energy Efficiency and Spectral Efficiency in RIS-Aided Multi-User MISO Downlink |
title_sort |
on the trade-off between energy efficiency and spectral efficiency in ris-aided multi-user miso downlink |
publisher |
MDPI AG |
series |
Electronics |
issn |
2079-9292 |
publishDate |
2021-05-01 |
description |
As reconfigurable intelligent surfaces (RISs) have been gradually brought to reality, a large amount of research has been conducted to investigate the immense benefits of RISs. That is because RISs enable us to artificially direct the radio wave propagating through the environment at a relatively low cost. This paper investigates the trade-off between spectral efficiency (SE) and energy efficiency (EE) in the RIS-aided multi-user multiple-input single-output downlink. We develop an optimization framework for designing the transmitting precoding at the base station and the phase shift values at the RIS to balance the EE-SE trade-off. The proposed iterative optimization framework for the design includes quadratic transform, alternating optimization, and weighted minimization mean-square error conversion. Simulation results illustrate our optimization framework algorithm exhibits effectiveness and a fast convergence rate. |
topic |
energy efficiency intelligent reflecting surface (IRS) multi-user downlink reconfigurable intelligent surface (RIS) spectral efficiency |
url |
https://www.mdpi.com/2079-9292/10/11/1307 |
work_keys_str_mv |
AT mengzhang onthetradeoffbetweenenergyefficiencyandspectralefficiencyinrisaidedmultiusermisodownlink AT letan onthetradeoffbetweenenergyefficiencyandspectralefficiencyinrisaidedmultiusermisodownlink AT kelinhuang onthetradeoffbetweenenergyefficiencyandspectralefficiencyinrisaidedmultiusermisodownlink AT liyou onthetradeoffbetweenenergyefficiencyandspectralefficiencyinrisaidedmultiusermisodownlink |
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1721411944849604608 |