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Author:

Qin, Shichao (Qin, Shichao.) | Li, Guobing (Li, Guobing.) | Lv, Gangming (Lv, Gangming.) | Zhang, Guomei (Zhang, Guomei.) | Hui, Hui (Hui, Hui.)

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CPCI-S Scopus EI

Abstract:

Massive Multi-input Multi-output (MIMO) technique shows great potentials in improving energy and spectral efficiency while suffers high costs of the requirement for large amount of radio frequency (RF) chains. In this paper, we develop an l(1/2)-regularity based downlink transmit antenna selection scheme for massive MIMO systems with limited RF chains. With the objective to minimize the transmission power at the given number of RF-chains and transmission quality, we formulate and decompose the original l(1/2)-norm optimization problem into two separated problems with l(1/2)-sparsity and signal-interference-to-noise-ratio (SINR) requirements, respectively. An iterative algorithm based on coordinate descent and feasible set projection are then developed. This scheme provides an efficient way to evaluate the minimum required RF chains for the deployment of a massive MIMO system. Simulation results show that the proposed scheme achieves higher energy efficiency compared with the l(p)(p>1/2)-norm based antenna selection methods, especially for large numbers of correlated antennas.

Keyword:

Author Community:

  • [ 1 ] [Qin, Shichao; Li, Guobing; Lv, Gangming; Zhang, Guomei] Xi An Jiao Tong Univ, Dept Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 2 ] [Hui, Hui] Xian Univ Technol, Sch Automat & Informat Engn, Xian 710048, Shaanxi, Peoples R China
  • [ 3 ] [Qin, Shichao]Xi An Jiao Tong Univ, Dept Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 4 ] [Li, Guobing]Xi An Jiao Tong Univ, Dept Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 5 ] [Lv, Gangming]Xi An Jiao Tong Univ, Dept Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 6 ] [Zhang, Guomei]Xi An Jiao Tong Univ, Dept Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China
  • [ 7 ] [Hui, Hui]Xian Univ Technol, Sch Automat & Informat Engn, Xian 710048, Shaanxi, Peoples R China

Reprint Author's Address:

  • Xi An Jiao Tong Univ, Dept Informat & Commun Engn, Xian 710049, Shaanxi, Peoples R China.

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Source :

2016 IEEE 84TH VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL)

ISSN: 1550-2252

Year: 2016

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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