Articles
A subspace estimator for fixed rank perturbations of large random matrices,
W. Hachem, P. Loubaton, X. Mestre, J. Najim, P. Vallet,
Submitted.
[4]
On bilinear forms based on the resolvent of large random matrices,
W. Hachem, P. Loubaton, J. Najim, P. Vallet,
To appear in Annales de l'Institut Henri Poincaré, Probabilités et statistiques.
[3]
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, Vol. 1, No. 2, 2012.
[2]
Improved subspace estimation for multivariate observations of high dimension: the deterministic signal case,
P. Vallet, P. Loubaton, X. Mestre,
IEEE Transactions on Information Theory, Vol. 58, No. 2, 2012.
[1]
Almost sure localization of the eigenvalues in a gaussian information plus noise model. Application to the spiked models.,
P. Loubaton, P. Vallet,
Electronic Journal of Probability, Vol. 16, p. 1934-1959, 2011.
International conferences
[7]
On the consistency of likelihood penalization methods in large sensor networks,
P. Vallet, P. Loubaton, X. Mestre,
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Hoboken (USA), June 2011.
[6]
Improved estimation of the logarithm of the covariance matrix,
X. Mestre, F. Rubio, P. Vallet,
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Hoboken (USA), June 2011.
[5]
Asymptotic analysis of a consistent subspace estimator for observations of increasing dimensions,
X. Mestre, P. Vallet, P. Loubaton and W. Hachem,
IEEE International Workshop on Statistical Signal Processing (SSP), Nice (France), June 2011.
[4]
On the consistency of the G-MUSIC DoA estimator,
P. Vallet, W. Hachem, P. Loubaton, X. Mestre and J. Najim,
IEEE International Workshop on Statistical Signal Processing (SSP), Nice (France), June 2011.
[3]
An improved MUSIC algorithm based on low rank perturbation of large random matrices,
P. Vallet, W. Hachem, P. Loubaton, X. Mestre and J. Najim,
IEEE International Workshop on Statistical Signal Processing (SSP), Nice (France), June 2011.
[2]
A G-estimator of the MIMO channel ergodic capacity,
P. Vallet and P. Loubaton,
IEEE International Symposium on Information Theory (ISIT), Seoul (South Korea), June-July 2009.
[1]
Improved subspace DoA estimation with large arrays: the deterministic signal case,
P. Vallet, P. Loubaton and X. Mestre
IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), Taipei (Taiwan), April 2009.
French conferences
[2]
Spiked models et détection de sources dans les grands réseaux de capteurs,
P. Vallet and P. Loubaton,
23ème Colloque GRETSI, Bordeaux (France), September 2011.
[1]
Sur l'estimation de la capacité ergodique des grands systèmes MIMO,
P. Vallet and P. Loubaton,
22ème Colloque GRETSI, Dijon (France), September 2009.
Ph.D dissertation
Random matrix theory and applications to statistical signal processing,
P. Vallet,
Université Paris-Est/Marne-la-Vallée, November 2011.