Jamal Najim
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Deterministic equivalents for certain functionals of large random matrices
W Hachem, P Loubaton, J Najim
The Annals of Applied Probability 17 (3), 875-930, 2007
2752007
Cooperative spectrum sensing using random matrix theory
LS Cardoso, M Debbah, P Bianchi, J Najim
2008 3rd International Symposium on Wireless Pervasive Computing, 334-338, 2008
2512008
A new approach for mutual information analysis of large dimensional multi-antenna channels
W Hachem, O Khorunzhiy, P Loubaton, J Najim, L Pastur
IEEE Transactions on Information Theory 54 (9), 3987-4004, 2008
2082008
Performance of statistical tests for single-source detection using random matrix theory
P Bianchi, M Debbah, M Maïda, J Najim
IEEE Transactions on Information theory 57 (4), 2400-2419, 2011
1892011
On the capacity achieving covariance matrix for Rician MIMO channels: an asymptotic approach
J Dumont, W Hachem, S Lasaulce, P Loubaton, J Najim
IEEE Transactions on Information Theory 56 (3), 1048-1069, 2010
1552010
A CLT for information-theoretic statistics of gram random matrices with a given variance profile
W Hachem, P Loubaton, J Najim
The Annals of Applied Probability 18 (6), 2071-2130, 2008
762008
A subspace estimator for fixed rank perturbations of large random matrices
W Hachem, P Loubaton, X Mestre, J Najim, P Vallet
Journal of Multivariate Analysis 114, 427-447, 2013
612013
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals
A Kammoun, M Kharouf, W Hachem, J Najim
IEEE Transactions on Information Theory 55 (11), 5048-5063, 2009
612009
Large information plus noise random matrix models and consistent subspace estimation in large sensor networks
W Hachem, P Loubaton, X Mestre, J Najim, P Vallet
Random Matrices: Theory and Applications 1 (02), 1150006, 2012
452012
On bilinear forms based on the resolvent of large random matrices
W Hachem, P Loubaton, J Najim, P Vallet
Annales de l'IHP Probabilités et statistiques 49 (1), 36-63, 2013
422013
The empirical eigenvalue distribution of a gram matrix: From independence to stationarity
W Hachem, P Loubaton, J Najim
Markov Process. Related Fields 11 (4), 629-648, 2005
422005
A Cramér type theorem for weighted random variables
J Najim
Electronic Journal of Probability 7, 2002
402002
Asymptotics of eigenbased collaborative sensing
P Bianchi, J Najim, G Alfano, M Debbah
2009 IEEE Information Theory Workshop, 515-519, 2009
392009
The empirical distribution of the eigenvalues of a Gram matrix with a given variance profile
W Hachem, P Loubaton, J Najim
Annales de l'Institut Henri Poincare (B) Probability and Statistics 42 (6 …, 2006
362006
Gaussian fluctuations for linear spectral statistics of large random covariance matrices
J Najim, J Yao
Annals of Applied Probability 26 (3), 1837-1887, 2016
352016
Performance analysis of some eigen-based hypothesis tests for collaborative sensing
P Bianchi, J Najim, M Maida, M Debbah
2009 IEEE/SP 15th Workshop on Statistical Signal Processing, 5-8, 2009
342009
An extension of Sanov's theorem: application to the Gibbs conditioning principle
C Léonard, J Najim
Bernoulli 8 (6), 721-743, 2002
322002
A CLT for information-theoretic statistics of non-centered Gram random matrices
W Hachem, M Kharouf, J Najim, JW Silverstein
Random Matrices: Theory and Applications 1 (02), 1150010, 2012
292012
BER and outage probability approximations for LMMSE detectors on correlated MIMO channels
A Kammoun, M Kharouf, W Hachem, J Najim
IEEE Transactions on Information Theory 55 (10), 4386-4397, 2009
282009
Large complex correlated Wishart matrices: Fluctuations and asymptotic independence at the edges
W Hachem, A Hardy, J Najim
The Annals of Probability 44 (3), 2264-2348, 2016
272016
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Artiklar 1–20