Multiple Antenna Wireless Communication Signal Blind Recovery Based on PARAFAC Decomposition

Weiming Yi, Zuo Wang, Jing Wang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Multiple antenna signals in wireless communication system form into a kind of multiple dimension array signal from the view of time, frequency and space factors which can be modelled and processed by tensor analysis method. This paper focuses on the application of PARAFAC-based tensor decomposition method in solving the problem of signal blind recovery in MIMO-OFDM wireless communication system. The received signal of MIMO-OFDM system can be viewed as a multidimensional array. PARAFAC decomposition is applied for blind recovery of the received signal with unknown CSI (Channel State Information) and CFO (Carrier Frequency Offset). Simulation results show that the proposed scheme performs better under high SNR and small symbol collection, which turns out to verify the blind recovery method based on the PARAFAC decomposition.

Original languageEnglish
Title of host publicationProceedings - 2015 International Conference on Network and Information Systems for Computers, ICNISC 2015
EditorsHongzhi Wang, Zhihong Qian
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages137-140
Number of pages4
ISBN (Electronic)9781479918423
DOIs
Publication statusPublished - 28 Oct 2015
EventInternational Conference on Network and Information Systems for Computers, ICNISC 2015 - Wuhan, Hubei, China
Duration: 23 Jan 201525 Jan 2015

Publication series

NameProceedings - 2015 International Conference on Network and Information Systems for Computers, ICNISC 2015

Conference

ConferenceInternational Conference on Network and Information Systems for Computers, ICNISC 2015
Country/TerritoryChina
CityWuhan, Hubei
Period23/01/1525/01/15

Keywords

  • PARAFAC decomposition
  • blind recovery
  • multiple antenna
  • wireless communication

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