Resource allocation and interference suppression with PCA for multicell MU-MIMO systems

Szu-Lin Su, Tsung Hsiu Chih, Tai Yeh Wu

Research output: Contribution to journalArticle

Abstract

This paper studies a resource allocation scheme and precoding design to increase the number of quality of service (QoS)-satisfied user equipments (UEs) for multicell multiuser multiple-input-multiple-output downlink systems. The main challenge in such multicell systems is the co-channel interference, including intra-user interference (IUI) and inter-cell interference (ICI). To deal with both IUI and ICI, most conventional schemes aim to maximize the signal to interference plus noise ratio or throughputs through enormous channel state information (CSI) exchange among base stations. In order to avoid such tremendous overhead, this work proposes a novel framework, containing a distributed subcarrier assignment and a block diagonalization (BD) precoding, to cope with both types of interferences based on limited exchanged information of subcarrier-assignment and local CSIs (channel gains). In the subcarrier-assignment process, each sector’s base station independently assigns a subset of the served UEs to be served over the subcarrier. The channel gains of a particular subcarrier hold a semi-orthogonal property for that subset. Then, on the basis of limited exchanges of information, a BD-type precoding is presented to completely eliminate all IUI and suppress the major part of the leakage interference to the adjacent sectors by exploiting principal component analysis. The simulation results indicate that the proposed framework can provide more QoS-satisfied UEs than that obtained in a previous work.

Original languageEnglish
Pages (from-to)2889-2899
Number of pages11
JournalWireless Networks
Volume25
Issue number5
DOIs
Publication statusPublished - 2019 Jul 1

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Interference suppression
MIMO systems
Resource allocation
Base stations
Quality of service
Channel state information
Principal component analysis
Throughput

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Su, Szu-Lin ; Chih, Tsung Hsiu ; Wu, Tai Yeh. / Resource allocation and interference suppression with PCA for multicell MU-MIMO systems. In: Wireless Networks. 2019 ; Vol. 25, No. 5. pp. 2889-2899.
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Resource allocation and interference suppression with PCA for multicell MU-MIMO systems. / Su, Szu-Lin; Chih, Tsung Hsiu; Wu, Tai Yeh.

In: Wireless Networks, Vol. 25, No. 5, 01.07.2019, p. 2889-2899.

Research output: Contribution to journalArticle

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