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Blind Adaptive Multiuser Detection (1995)
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| Venue: | IEEE TRANS. INFORM. THEORY |
| Citations: | 353 - 16 self |
BibTeX
@ARTICLE{Honig95blindadaptive,
author = {Michael Honig and Upamanyu Madhow and Sergio Verdu},
title = {Blind Adaptive Multiuser Detection},
journal = {IEEE TRANS. INFORM. THEORY},
year = {1995},
volume = {41},
pages = {944--960}
}
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Abstract
The decorrelating detector and the linear minimum mean-square error (MMSE) detector are known to be effective strategies to counter the presence of multiuser interference in code-division multiple-access channels; in particular, those multiuser detectors provide optimum near-far resistance. When training data sequences are available, the MMSE multiuser detector can be implemented adaptively without knowledge of signature waveforms or received amplitudes. This paper introduces an adaptive multiuser detector which converges (for any initialization) to the MMSE detector without requiring training sequences. This blind multiuser detector requires no more knowledge than does the conventional single-user receiver: the desired user’s signature waveform and its timing. The proposed blind multiuser detector is made robust with respect to imprecise knowledge of the received signature waveform of the user of interest.
Keyphrases
blind adaptive multiuser detection multiuser detector mmse multiuser detector code-division multiple-access channel effective strategy data sequence user signature waveform conventional single-user receiver signature waveform training sequence mmse detector multiuser interference optimum near-far resistance adaptive multiuser detector decorrelating detector linear minimum mean-square error received signature waveform
