Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas

Minchae Jung; Taehyung Kim; Kyungsik Min; Younsun Kim; Juho Lee; Sooyong Choi

doi:10.1109/VTCSpring.2013.6692462

Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas

Minchae Jung, Taehyung Kim, Kyungsik Min, Younsun Kim, Juho Lee, Sooyong Choi

Department of Electrical and Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

10 Citations (Scopus)

Abstract

In this paper, an asymptotic distribution for the sum rate capacity is derived in zero-forcing beamforming (ZF-BF) based multiuser MIMO systems with a large number of base station (BS) antennas. By utilizing the characteristics of a large number of antennas and the central limit theorem, we prove that the asymptotic distribution for the sum rate capacity follows Gaussian distribution. Also we derive the mean and variance values for the asymptotic Gaussian distribution. Based on the asymptotic Gaussian distribution, we also obtain the outage probability for the sum rate capacity as a closed form. Simulation results show that the asymptotic Gaussian distribution is well follows the actual sum rate capacity, and the both asymptotic mean and variance value are also very accurate.

Original language	English
Title of host publication	2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Proceedings
DOIs	https://doi.org/10.1109/VTCSpring.2013.6692462
Publication status	Published - 2013
Event	2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Dresden, Germany Duration: 2013 Jun 2 → 2013 Jun 5

Publication series

Name	IEEE Vehicular Technology Conference
ISSN (Print)	1550-2252

Other

Other	2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013
Country/Territory	Germany
City	Dresden
Period	13/6/2 → 13/6/5

All Science Journal Classification (ASJC) codes

Computer Science Applications
Electrical and Electronic Engineering
Applied Mathematics

Access to Document

10.1109/VTCSpring.2013.6692462

Cite this

@inproceedings{9aabafae69e04bb5853bc55a981356e1,

title = "Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas",

abstract = "In this paper, an asymptotic distribution for the sum rate capacity is derived in zero-forcing beamforming (ZF-BF) based multiuser MIMO systems with a large number of base station (BS) antennas. By utilizing the characteristics of a large number of antennas and the central limit theorem, we prove that the asymptotic distribution for the sum rate capacity follows Gaussian distribution. Also we derive the mean and variance values for the asymptotic Gaussian distribution. Based on the asymptotic Gaussian distribution, we also obtain the outage probability for the sum rate capacity as a closed form. Simulation results show that the asymptotic Gaussian distribution is well follows the actual sum rate capacity, and the both asymptotic mean and variance value are also very accurate.",

author = "Minchae Jung and Taehyung Kim and Kyungsik Min and Younsun Kim and Juho Lee and Sooyong Choi",

year = "2013",

doi = "10.1109/VTCSpring.2013.6692462",

language = "English",

isbn = "9781467363372",

series = "IEEE Vehicular Technology Conference",

booktitle = "2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Proceedings",

note = "2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 ; Conference date: 02-06-2013 Through 05-06-2013",

}

Jung, M, Kim, T, Min, K, Kim, Y, Lee, J & Choi, S 2013, Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas. in 2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Proceedings., 6692462, IEEE Vehicular Technology Conference, 2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013, Dresden, Germany, 13/6/2. https://doi.org/10.1109/VTCSpring.2013.6692462

Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas. / Jung, Minchae; Kim, Taehyung; Min, Kyungsik et al.

2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Proceedings. 2013. 6692462 (IEEE Vehicular Technology Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas

AU - Jung, Minchae

AU - Kim, Taehyung

AU - Min, Kyungsik

AU - Kim, Younsun

AU - Lee, Juho

AU - Choi, Sooyong

PY - 2013

Y1 - 2013

N2 - In this paper, an asymptotic distribution for the sum rate capacity is derived in zero-forcing beamforming (ZF-BF) based multiuser MIMO systems with a large number of base station (BS) antennas. By utilizing the characteristics of a large number of antennas and the central limit theorem, we prove that the asymptotic distribution for the sum rate capacity follows Gaussian distribution. Also we derive the mean and variance values for the asymptotic Gaussian distribution. Based on the asymptotic Gaussian distribution, we also obtain the outage probability for the sum rate capacity as a closed form. Simulation results show that the asymptotic Gaussian distribution is well follows the actual sum rate capacity, and the both asymptotic mean and variance value are also very accurate.

AB - In this paper, an asymptotic distribution for the sum rate capacity is derived in zero-forcing beamforming (ZF-BF) based multiuser MIMO systems with a large number of base station (BS) antennas. By utilizing the characteristics of a large number of antennas and the central limit theorem, we prove that the asymptotic distribution for the sum rate capacity follows Gaussian distribution. Also we derive the mean and variance values for the asymptotic Gaussian distribution. Based on the asymptotic Gaussian distribution, we also obtain the outage probability for the sum rate capacity as a closed form. Simulation results show that the asymptotic Gaussian distribution is well follows the actual sum rate capacity, and the both asymptotic mean and variance value are also very accurate.

UR - http://www.scopus.com/inward/record.url?scp=84893622830&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84893622830&partnerID=8YFLogxK

U2 - 10.1109/VTCSpring.2013.6692462

DO - 10.1109/VTCSpring.2013.6692462

M3 - Conference contribution

AN - SCOPUS:84893622830

SN - 9781467363372

T3 - IEEE Vehicular Technology Conference

BT - 2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013 - Proceedings

T2 - 2013 IEEE 77th Vehicular Technology Conference, VTC Spring 2013

Y2 - 2 June 2013 through 5 June 2013

ER -

Asymptotic distribution of system capacity in multiuser MIMO systems with large number of antennas

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this