DocumentCode :
60898
Title :
A User Selection Algorithm Using Angle between Subspaces for Downlink MU-MIMO Systems
Author :
Seongho Nam ; Jeongchan Kim ; Youngnam Han
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
Volume :
62
Issue :
2
fYear :
2014
fDate :
Feb-14
Firstpage :
616
Lastpage :
624
Abstract :
One of major issues in the efficient use of radio resource for multiuser multiple-input/multiple-output (MU-MIMO) systems is the selection of users to achieve the maximum system throughput. The optimal user selection algorithm, which requires exhaustive search, is prohibitive due to its high computational complexity where Block diagonalization (BD) method is applied and known as a suboptimal precoding technique for downlink MU-MIMO systems, which intents to perfectly eliminate inter-user interference. In this paper, we propose efficient, iterative user selection algorithms with low complexity, where the product of eigenvalues of effective channels is utilized as a selection metric by applying the concept of principal angles between subspaces. And, we further examined the applicability of the proposed algorithms to limited feedback systems and proportional fair (PF) scheduling. Through computational complexity analysis, we show that the proposed algorithm has low complexity with a little loss in throughput. Simulation results validate that the proposed algorithm achieves almost the same system throughput by a capacity-based algorithm under high SNR regime with considerable reduction in complexity.
Keywords :
MIMO communication; eigenvalues and eigenfunctions; multi-access systems; precoding; block diagonalization method; downlink MU-MIMO systems; interuser interference; iterative user selection algorithms; limited feedback systems; maximum system throughput; multiuser multiple-input multiple-output systems; proportional fair scheduling; radio resource; subspace angle; Algorithm design and analysis; Complexity theory; Eigenvalues and eigenfunctions; Matrix decomposition; Measurement; Scheduling; Vectors; Multiuser multiple input multiple output (MU-MIMO); limited feedabck; principal angle; proportional fairness (PF); user selection;
fLanguage :
English
Journal_Title :
Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
0090-6778
Type :
jour
DOI :
10.1109/TCOMM.2014.010414.130073
Filename :
6712184
Link To Document :
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