Article (Scientific journals)
Efficient sum-rate maximization for medium-scale MIMO AF-relay networks
Naghsh, M.M.; Soltanalian, M.; Stoica, P. et al.
2016In IEEE Transactions on Wireless Communications, 15 (9), p. 6400 - 6411
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Keywords :
MIMO; Antennas; Relay networks (telecommunications); Algorithm design and analysis; Optimization; Approximation algorithms
Abstract :
[en] We consider the problem of sum-rate maximization in multiple-input multiple-output (MIMO) amplify-and-forward relay networks with multi-operator. The aim is to design the MIMO relay amplification matrix (i.e., the relay beamformer) to maximize the achievable communication sum rate through the relay. The design problem for the case of single-antenna users can be cast as a non-convex optimization problem, which, in general, belongs to a class of NP-hard problems. We devise a method based on the minorization-maximization technique to obtain quality solutions to the problem. Each iteration of the proposed method consists of solving a strictly convex unconstrained quadratic program. This task can be done quite efficiently, such that the suggested algorithm can handle the beamformer design for relays with up to ~70 antennas within a few minutes on an ordinary personal computer. Such a performance lays the ground for the proposed method to be employed in medium-scale (or lower regime massive) MIMO scenarios.
Disciplines :
Computer science
Author, co-author :
Naghsh, M.M.
Soltanalian, M.
Stoica, P.
Masjedi, M.
Ottersten, Björn ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
External co-authors :
Language :
Title :
Efficient sum-rate maximization for medium-scale MIMO AF-relay networks
Publication date :
22 June 2016
Journal title :
IEEE Transactions on Wireless Communications
Publisher :
Institute of Electrical and Electronics Engineers, New York, United States - New York
Volume :
Issue :
Pages :
6400 - 6411
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Security, Reliability and Trust
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