Please use this identifier to cite or link to this item: https://doi.org/10.1109/TWC.2009.071416
Title: Doubly iterative receiver for block transmissions with EM-based channel estimation
Authors: Pham, T.-H. 
Liang, Y.-C.
Nallanathan, A.
Keywords: Channel estimation
CP-CDMA
Doubly iterative receiver
Expectation maximization (EM) algorithm
MC-CDMA
SCCP
Issue Date: Feb-2009
Source: Pham, T.-H., Liang, Y.-C., Nallanathan, A. (2009-02). Doubly iterative receiver for block transmissions with EM-based channel estimation. IEEE Transactions on Wireless Communications 8 (2) : 656-661. ScholarBank@NUS Repository. https://doi.org/10.1109/TWC.2009.071416
Abstract: Cyclic-prefix code division multiple access (CP-CDMA), multicarrier CDMA (MC-CDMA) and single carrier cyclic-prefix (SCCP) transmission are some schemes that could support the increasing demand of future high data rate applications. The linear and nonlinear equalizers used to detect the transmitted signal are always far from the Maximum-Likelihood (ML) detection bound. The block iterative generalized decision feedback equalizer (BI-GDFE) is an iterative and effective interference cancelation scheme which could provide near-ML performance yet with very low complexity. In order to deploy this scheme, the channel state information (CSI) must be available at the receiver. In practice, this information has to be estimated by using pilot and data symbols. This paper investigates the problem of channel estimation using the Expectation Maximization (EM) algorithm. The BI-GDFE provides the soft information of the transmitted signals to the EM-based algorithm in the form a combination of hard decision and a coefficient so-called the input-decision correlation (IDC). The resultant receiver becomes a doubly iterative scheme. To evaluate the performance of the proposed estimation algorithm, the Cramr-Rao Lower Bound (CRLB) is also derived. Computer simulations show that the bit error rate (BER) performance of the proposed receiver for joint channel estimation and signal detection can reach the performance of the BI-GDFE with perfect CSI. © 2006 IEEE.
Source Title: IEEE Transactions on Wireless Communications
URI: http://scholarbank.nus.edu.sg/handle/10635/55696
ISSN: 15361276
DOI: 10.1109/TWC.2009.071416
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

Page view(s)

33
checked on Dec 10, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.