Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems
Beamspace multiple-input multiple-output (MIMO) with beam selection offers an attractive solution to reduce the number of radio-frequency chains in a high-dimensional millimeter-wave MIMO system. Considering a multi-user MIMO system in which an access point, having an N element antenna array, commun...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2019-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8651460/ |
id |
doaj-c25e22460b1141c491fb32ecae501e35 |
---|---|
record_format |
Article |
spelling |
doaj-c25e22460b1141c491fb32ecae501e352021-03-29T22:38:47ZengIEEEIEEE Access2169-35362019-01-017251632517010.1109/ACCESS.2019.28978948651460Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO SystemsAmod Hegde0K. V. Srinivas1https://orcid.org/0000-0002-0470-4262NVIDIA Graphics Pvt. Ltd., Bengaluru, IndiaDepartment of Electronics Engineering, IIT (BHU) Varanasi, Varanasi, IndiaBeamspace multiple-input multiple-output (MIMO) with beam selection offers an attractive solution to reduce the number of radio-frequency chains in a high-dimensional millimeter-wave MIMO system. Considering a multi-user MIMO system in which an access point, having an N element antenna array, communicates with K users (K <; N), each having a single antenna, we address the problem of selecting K beams with sum rate as the performance metric. We model beam selection as a two-sided matching between the two sets of players (users and beams) and consider two different ways of modeling players preferences. When the interdependences between the players' preferences are considered, it becomes matching with externalities. The proposed algorithm, which finds a stable matching in such a case, outperforms the existing beam selection algorithms.https://ieeexplore.ieee.org/document/8651460/Millimeter wavesbeamformingsum-ratematching theorystable matchingprecoding |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Amod Hegde K. V. Srinivas |
spellingShingle |
Amod Hegde K. V. Srinivas Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems IEEE Access Millimeter waves beamforming sum-rate matching theory stable matching precoding |
author_facet |
Amod Hegde K. V. Srinivas |
author_sort |
Amod Hegde |
title |
Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems |
title_short |
Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems |
title_full |
Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems |
title_fullStr |
Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems |
title_full_unstemmed |
Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems |
title_sort |
matching theoretic beam selection in millimeter-wave multi-user mimo systems |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
Beamspace multiple-input multiple-output (MIMO) with beam selection offers an attractive solution to reduce the number of radio-frequency chains in a high-dimensional millimeter-wave MIMO system. Considering a multi-user MIMO system in which an access point, having an N element antenna array, communicates with K users (K <; N), each having a single antenna, we address the problem of selecting K beams with sum rate as the performance metric. We model beam selection as a two-sided matching between the two sets of players (users and beams) and consider two different ways of modeling players preferences. When the interdependences between the players' preferences are considered, it becomes matching with externalities. The proposed algorithm, which finds a stable matching in such a case, outperforms the existing beam selection algorithms. |
topic |
Millimeter waves beamforming sum-rate matching theory stable matching precoding |
url |
https://ieeexplore.ieee.org/document/8651460/ |
work_keys_str_mv |
AT amodhegde matchingtheoreticbeamselectioninmillimeterwavemultiusermimosystems AT kvsrinivas matchingtheoreticbeamselectioninmillimeterwavemultiusermimosystems |
_version_ |
1724191200019218432 |