DocumentCode
659782
Title
A PF Scheduling with Low Complexity for Downlink Multi-User 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
fYear
2013
fDate
2-5 Sept. 2013
Firstpage
1
Lastpage
5
Abstract
In downlink multi-user multiple-input/multiple- output (MU-MIMO) systems with BD where there are a lot of users, selecting a user set supported by a base station (BS) is very critical to maximize the total throughput. The optimal user selection algorithm, which requires exhaustive search, is computationally prohibitive in real systems. In this paper, we propose a user selection algorithm with low complexity, where the product of eigenvalues of effective channels is utilized as a selection metric. We adopt the concept of principal angles between subspaces to obtain the product of eigenvalues of effective channel matrix at each iteration. Contrary to conventional low complex user selection algorithms, the proposed algorithm is straightforward to apply to PF scheduling because the proposed selection metric indicates data rate in high SNR regime. Computational complexity analysis and simulation results show that the proposed algorithm achieves almost the same the system throughput of capacity-based algorithm in high SNR regime with considerable reduction in complexity.
Keywords
MIMO communication; communication complexity; eigenvalues and eigenfunctions; iterative methods; multiuser channels; scheduling; PF scheduling; base station; computational complexity analysis; downlink multiuser MIMO system; effective channel matrix; eigenvalues product; multiple input multiple output system; optimal user selection algorithm; Algorithm design and analysis; Complexity theory; Eigenvalues and eigenfunctions; MIMO; Measurement; Signal to noise ratio; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference (VTC Fall), 2013 IEEE 78th
Conference_Location
Las Vegas, NV
ISSN
1090-3038
Type
conf
DOI
10.1109/VTCFall.2013.6692056
Filename
6692056
Link To Document