DocumentCode :
1447470
Title :
Blind Interference Alignment
Author :
Jafar, Syed A.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California Irvine, Irvine, CA, USA
Volume :
6
Issue :
3
fYear :
2012
fDate :
6/1/2012 12:00:00 AM
Firstpage :
216
Lastpage :
227
Abstract :
The main contribution of this paper is the insight that the transmitters´ knowledge of channel coherence intervals alone (without any knowledge of the values of channel coefficients) can be surprisingly useful in a multiuser setting, illustrated by the idea of blind interference alignment that is introduced in this work. Specifically, we explore five network communication problems where the possibility of interference alignment, and consequently the total number of degrees of freedom (DoF) with channel uncertainty at the transmitters, are unknown. These problems share the common property that in each case the best known outer bounds are essentially robust to channel uncertainty and represent the outcome with interference alignment, but the best inner bounds-in some cases conjectured to be optimal-predict a total collapse of DoF, thus indicating the infeasibility of interference alignment under channel uncertainty at transmitters. For each of these settings we show that even with no knowledge of channel coefficient values at the transmitters, under certain heterogeneous block fading models, i.e., when certain users experience smaller coherence time/bandwidth than others, blind interference alignment can be achieved. In each case we also establish the DoF optimality of the blind interference alignment scheme.
Keywords :
blind source separation; broadcast channels; coherence; fading channels; interference (signal); multiuser channels; blind interference alignment; channel coefficient value; channel coherence intervals; channel uncertainty; coherence time/bandwidth; heterogeneous block fading model; multiuser setting; network communication problems; Coherence; Fading; Interference; Receivers; Signal to noise ratio; Time frequency analysis; Transmitters; Broadcast channel; X channel; degrees of freedom (DoF); interference alignment; interference channel;
fLanguage :
English
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
Publisher :
ieee
ISSN :
1932-4553
Type :
jour
DOI :
10.1109/JSTSP.2012.2187877
Filename :
6151801
Link To Document :
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