DocumentCode
1270894
Title
MMSE-Based MIMO Cooperative Relaying Systems: Closed-Form Designs and Outage Behavior
Author
Song, Changick ; Lee, Kyoung-Jae ; Lee, Inkyu
Author_Institution
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Volume
30
Issue
8
fYear
2012
fDate
9/1/2012 12:00:00 AM
Firstpage
1390
Lastpage
1401
Abstract
In this paper, we investigate minimum mean squared error (MMSE) based amplify-and-forward cooperative multiple antenna relaying systems where a non-negligible direct link exists between the source and the destination. First, we provide a new design strategy for optimizing the relay amplifying matrix. Instead of conventional optimal design approaches resorting to an iterative gradient method, we propose a near optimal closed-form solution which provides an insight. As relay systems with a direct link incur a non-convex problem in general, we exploit the decomposable property of the error covariance matrix and a relaxation technique imposing a structural constraint on the problem. Next, we study the error performance limit of the proposed scheme using diversity-multiplexing tradeoff analysis, which leads to several interesting observations on MMSE-based cooperative relaying systems. Finally, through numerical simulations, we confirm that the proposed solution shows the performance very close to the optimum with much reduced complexity and the analysis closely matches with simulation results.
Keywords
MIMO communication; amplify and forward communication; antenna arrays; concave programming; cooperative communication; covariance matrices; diversity reception; gradient methods; iterative methods; least mean squares methods; relays; MMSE-based MIMO cooperative relaying systems; amplify-and-forward cooperative multiple antenna relaying systems; closed-form designs; diversity-multiplexing tradeoff analysis; error covariance matrix; iterative gradient method; minimum mean squared error; nonconvex problem; nonnegligible direct link; optimal closed-form solution; outage behavior; relaxation technique; relay amplifying matrix; Antennas; Covariance matrix; Eigenvalues and eigenfunctions; MIMO; Matrix decomposition; Multiplexing; Relays; Closed-form design; DMT analysis; Direct link; MIMO; MMSE; Relay;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/JSAC.2012.120909
Filename
6280246
Link To Document