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Matching Theoretic Beam Selection in Millimeter-Wave Multi-User MIMO Systems
- Source :
- IEEE Access, Vol 7, Pp 25163-25170 (2019)
- Publication Year :
- 2019
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2019.
-
Abstract
- 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 ), 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.
- Subjects :
- Matching (statistics)
General Computer Science
Computer science
stable matching
MIMO
Millimeter waves
02 engineering and technology
Interference (wave propagation)
beamforming
Antenna array
0202 electrical engineering, electronic engineering, information engineering
Wireless
General Materials Science
matching theory
precoding
Selection (genetic algorithm)
business.industry
General Engineering
020206 networking & telecommunications
sum-rate
Multi-user MIMO
lcsh:Electrical engineering. Electronics. Nuclear engineering
Antenna (radio)
business
lcsh:TK1-9971
Algorithm
Subjects
Details
- ISSN :
- 21693536
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....03bad7092808f3c841264894564d059d