Title | ||
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A Semi-Closed Form Solution to MIMO Relaying Optimization With Source-Destination Link |
Abstract | ||
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We study transceiver optimization in the context of amplify-and-forward (AF) multiple-input multiple-output (MIMO) relaying with source-destination link. In particular, by applying the known results of the optimal destination receiver and relay precoder, we mainly focus on the source beamformer optimization which manifests itself as a difficult non-convex problem. To find a globally optimal solution to this problem, we first transform it into an equivalent solvable convex problem via semidefinite relaxation (SDR). Inspired by the SDR based approach, we conduct a further analysis and successfully derive a novel semi-closed form solution to the optimal source beamformer. It is interesting to observe that the solution possesses a generalized eigenmode transmission structure depending on a weighted sum of the Gram matrices of both source-relay and source-destination channels. |
Year | DOI | Venue |
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2016 | 10.1109/LSP.2015.2510664 | IEEE Signal Processing Letters |
Keywords | Field | DocType |
MIMO communication,amplify and forward communication,array signal processing,concave programming,convex programming,matrix algebra,precoding,radio links,radio transceivers,relaxation theory,relay networks (telecommunication),wireless channels,AF multiple-input multiple-output relaying,SDR,amplify-and-forward MIMO relaying,equivalent solvable convex problem,generalized eigenmode transmission structure,nonconvex problem,optimal destination receiver,relay precoder,semiclosed form solution,semidefinite relaxation,source beamformer optimization,source-destination channel,source-destination link,source-relay channel,transceiver optimization,weighted sum Gram matrix,Amplify-and-forward (AF) multiple-input multiple-output (MIMO) relaying,semi-closed form,source-destination link | Mathematical optimization,Algorithm design,Transceiver,Matrix (mathematics),Signal-to-noise ratio,Closed-form expression,MIMO,Convex optimization,Mathematics,Relay | Journal |
Volume | Issue | ISSN |
23 | 2 | 1070-9908 |
Citations | PageRank | References |
3 | 0.38 | 6 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hong Shen | 1 | 96 | 8.53 |
Wei Xu | 2 | 854 | 63.23 |
Chunming Zhao | 3 | 671 | 64.30 |