How much training is needed for iterative multiuser detection and decoding?

Mikko Vehkapera, Keigo Takeuchi, Ralf R. Mu, Toshiyuki Tanaka

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

1 Citation (Scopus)

Abstract

This paper studies large randomly spread direct-sequence code-division multiple-access system operating over a block fading multipath channel. Channel knowledge is obtained by a linear estimator whose initial decisions are iteratively refined by using a soft feedback from the single-user decoders. In addition to the traditional training symbol based signaling scheme, we study a novel method that utilizes a random bias in the symbol probabilities of the transmitted signal to construct the initial channel estimates. The numerical results suggest that in the large system limit, appropriate selection of the channel code and signaling method allows for successful communication with vanishing training overhead in overloaded systems if iterative channel and data estimation is performed at the receiver.

Original languageEnglish
Title of host publicationGLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference
DOIs
Publication statusPublished - 1 Dec 2009
MoE publication typeA4 Article in a conference publication
Event2009 IEEE Global Telecommunications Conference, GLOBECOM 2009 - Honolulu, HI, United States
Duration: 30 Nov 20094 Dec 2009

Publication series

SeriesGlobecom
Volume2009
ISSN1930-529X

Conference

Conference2009 IEEE Global Telecommunications Conference, GLOBECOM 2009
CountryUnited States
CityHonolulu, HI
Period30/11/094/12/09

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  • Cite this

    Vehkapera, M., Takeuchi, K., Mu, R. R., & Tanaka, T. (2009). How much training is needed for iterative multiuser detection and decoding? In GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference [5425652] Globecom, Vol.. 2009 https://doi.org/10.1109/GLOCOM.2009.5425652