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...

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Main Authors: Amod Hegde, K. V. Srinivas
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8651460/
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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
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