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A Joint Channel Estimation and Data Detection Receiver for Multiuser MIMO IFDMA Systems.

Authors :
The-Hanh Pham
Ying-Chang Liang
Nallanathan, A.
Source :
IEEE Transactions on Communications. Jun2009, Vol. 57 Issue 6, p1857-1865. 9p. 2 Diagrams, 7 Graphs.
Publication Year :
2009

Abstract

In this paper, we are interested in the problem of joint channel estimation and data detection for multi-input multi-output (MIMO) interleaved frequency division multiple access (IFDMA) systems. Although IFDMA is free from the multiple access interference (MAI), it suffers from intersymbol interference (ISI). MIMO-IFDMA system suffers from both ISI and multi-stream interference (MSI). The block iterative generalized decision feedback equalizer (BI-GDFE) is an iterative and effective interference cancelation scheme which could provide near maximum likelihood (ML) performance with very low complexity. However, BI-GDFE needs the channel state information (CSI). In this paper, we utilize the soft estimates of the transmitted symbols provided by the BI-GDFE to estimate the channel via an Expectation Maximization (EM)-based algorithm. By doing so, a joint channel estimation and data detection receiver is developed. To evaluate the performance of the proposed channel estimation algorithm, we derive the Cramér-Rao Lower Bound (CRLB). Computer simulations show that the bit error rate (BER) performance of the proposed joint channel estimation and signal detection receiver can reach the performance of the BI-GDFE with perfect CSI. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00906778
Volume :
57
Issue :
6
Database :
Academic Search Index
Journal :
IEEE Transactions on Communications
Publication Type :
Academic Journal
Accession number :
44230306
Full Text :
https://doi.org/10.1109/TCOMM.2009.06.070555