Message-Passing-Based Dynamic Point Selection for Coordinated Multipoint Transmission

Sang Hyun Lee; Illsoo Sohn

doi:10.1109/LCOMM.2015.2461158

Message-Passing-Based Dynamic Point Selection for Coordinated Multipoint Transmission

Sang Hyun Lee, Illsoo Sohn

Research output: Contribution to journal › Article › peer-review

8 Citations (Scopus)

Abstract

This letter develops a dynamic point selection strategy for coordinated multipoint transmission using a message-passing approach. The dynamic determination of the best transmit point for individual users with the objective of the sum-rate maximization can be cast as a bipartite b-matching problem, the computational cost of which, however, becomes quickly intractable with the increasing number of users. Therefore, this letter develops a message-passing algorithm that solves this computationally demanding challenge. Simulation results show that the proposed algorithm outperforms existing greedy-style approaches and provides a very efficient solution for the maximal sum-rate configuration.

Original language	English
Article number	7167660
Pages (from-to)	1850-1853
Number of pages	4
Journal	IEEE Communications Letters
Volume	19
Issue number	10
DOIs	https://doi.org/10.1109/LCOMM.2015.2461158
Publication status	Published - 2015 Oct 1
Externally published	Yes

Keywords

Affinity propagation
MIMO
cooperative communication
message passing algorithm

ASJC Scopus subject areas

Modelling and Simulation
Computer Science Applications
Electrical and Electronic Engineering

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10.1109/LCOMM.2015.2461158

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abstract = "This letter develops a dynamic point selection strategy for coordinated multipoint transmission using a message-passing approach. The dynamic determination of the best transmit point for individual users with the objective of the sum-rate maximization can be cast as a bipartite b-matching problem, the computational cost of which, however, becomes quickly intractable with the increasing number of users. Therefore, this letter develops a message-passing algorithm that solves this computationally demanding challenge. Simulation results show that the proposed algorithm outperforms existing greedy-style approaches and provides a very efficient solution for the maximal sum-rate configuration.",

keywords = "Affinity propagation, MIMO, cooperative communication, message passing algorithm",

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N2 - This letter develops a dynamic point selection strategy for coordinated multipoint transmission using a message-passing approach. The dynamic determination of the best transmit point for individual users with the objective of the sum-rate maximization can be cast as a bipartite b-matching problem, the computational cost of which, however, becomes quickly intractable with the increasing number of users. Therefore, this letter develops a message-passing algorithm that solves this computationally demanding challenge. Simulation results show that the proposed algorithm outperforms existing greedy-style approaches and provides a very efficient solution for the maximal sum-rate configuration.

AB - This letter develops a dynamic point selection strategy for coordinated multipoint transmission using a message-passing approach. The dynamic determination of the best transmit point for individual users with the objective of the sum-rate maximization can be cast as a bipartite b-matching problem, the computational cost of which, however, becomes quickly intractable with the increasing number of users. Therefore, this letter develops a message-passing algorithm that solves this computationally demanding challenge. Simulation results show that the proposed algorithm outperforms existing greedy-style approaches and provides a very efficient solution for the maximal sum-rate configuration.

KW - Affinity propagation

KW - MIMO

KW - cooperative communication

KW - message passing algorithm

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Message-Passing-Based Dynamic Point Selection for Coordinated Multipoint Transmission

Abstract

Keywords

ASJC Scopus subject areas

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