Iterative joint data detection and channel estimation for uplink MC-CDMA systems in the presence of frequency selective channels
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Date
2010
Journal Title
Journal ISSN
Volume Title
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Abstract
This paper is concerned with joint multiuser detection and multichannel estimation (JDE) for uplink multicarrier code-division multiple-access (MC-CDMA) systems in the presence of frequency selective channels. The detection and estimation implemented at the receiver are based on a version of the expectation maximization (EM) algorithm and the space-alternating generalized expectation-maximization (SAGE) which are very suitable for multicarrier signal formats. The EM-JDE receiver updates the data bit sequences in parallel while the SAGE-JDE receiver reestimates them successively. The channel parameters are updated in parallel in both schemes. Application of the EM-based algorithm to the problem of iterative data detection and channel estimation leads to a receiver structure that also incorporates a partial interference cancelation. Computer simulations show that the proposed algorithms have excellent BER end estimation performance. Crown Copyright © 2009.
Description
Keywords
EM SAGE algorithm, Joint multiuser detection, MC-CDMA Systems, Multichannel estimation
Turkish CoHE Thesis Center URL
Citation
9
WoS Q
N/A
Scopus Q
Q2
Source
Volume
3
Issue
2
Start Page
87
End Page
96