An Adaptive Multiuser Receiver Using a Hopfield Network

Teruyuki MIYAJIMA  

Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences   Vol.E79-A    No.5    pp.652-654
Publication Date: 1996/05/25
Online ISSN: 
DOI: 
Print ISSN: 0916-8508
Type of Manuscript: Special Section LETTER (Special Section of Letters Selected from the 1995 Society Conference of IEICE)
Category: 
Keyword: 
multiuser receiver,  adaptive receiver,  Hopfield network,  code-division multiple-access,  near-far problem,  

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Summary: 
In this letter, we propose an adaptive multiuser receiver using a Hopfield network for code-division multiple-access communications and its performance is compared with that of the other types of multiuser receiver via computer simulation. The proposed adaptive receiver estimates both the signal amplitudes and spreading sequences for all the users using training data.