Jamal Najim

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 2

Top Topics

Covariance Matrices

Top Venues

IEEE Trans. Inf. Theory

Traitement du Signal

Publications

Pierre Bizeul, Maxime Clenet, Jamal Najim
Positive Solutions for Large Random Linear Systems. ICASSP (2020)
Jamal Najim
Introduction à la théorie des grandes matrices aléatoires. Traitement du Signal 33 (2-3) (2016)
Jamal Najim, Jianfeng Yao
Fluctuations for linear spectral statistics of large random covariance matrices. EUSIPCO (2014)
Walid Hachem, Philippe Loubaton, Xavier Mestre, Jamal Najim, Pascal Vallet
A subspace estimator for fixed rank perturbations of large random matrices. J. Multivar. Anal. 114 (2013)
Jianfeng Yao, Romain Couillet, Jamal Najim, Mérouane Debbah
Fluctuations of an Improved Population Eigenvalue Estimator in Sample Covariance Matrix Models. IEEE Trans. Inf. Theory 59 (2) (2013)
Adrien Pelletier, Romain Couillet, Jamal Najim
Second-order analysis of the joint SINR distribution in Rayleigh multiple access and broadcast channels. ACSSC (2013)
Abla Kammoun, Romain Couillet, Jamal Najim, Mérouane Debbah
Performance of Mutual Information Inference Methods Under Unknown Interference. IEEE Trans. Inf. Theory 59 (2) (2013)
Jianfeng Yao, Abla Kammoun, Jamal Najim
Eigenvalue Estimation of Parameterized Covariance Matrices of Large Dimensional Data. IEEE Trans. Signal Process. 60 (11) (2012)
Jianfeng Yao, Abla Kammoun, Jamal Najim
Estimation of the Covariance Matrix of Large Dimensional Data CoRR (2012)
Abla Kammoun, Malika Kharouf, Romain Couillet, Jamal Najim, Mérouane Debbah
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case. ICASSP (2012)
Jianfeng Yao, Romain Couillet, Jamal Najim, Eric Moulines, Mérouane Debbah
CLT for eigen-inference methods in cognitive radios. ICASSP (2011)
Abla Kammoun, Romain Couillet, Jamal Najim, Mérouane Debbah
A CLT for Capacity Inference Methods under Colored Interference. GLOBECOM (2011)
Pascal Bianchi, Mérouane Debbah, Mylène Maïda, Jamal Najim
Performance of Statistical Tests for Single-Source Detection Using Random Matrix Theory. IEEE Trans. Inf. Theory 57 (4) (2011)
Jakob Hoydis, Jamal Najim, Romain Couillet, Mérouane Debbah
Fluctuations of the mutual information in large distributed antenna systems with colored noise. Allerton (2010)
Julien Dumont, Walid Hachem, Samson Lasaulce, Philippe Loubaton, Jamal Najim
On the capacity achieving covariance matrix for Rician MIMO channels: an asymptotic approach. IEEE Trans. Inf. Theory 56 (3) (2010)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals. IEEE Trans. Inf. Theory 55 (11) (2009)
Walid Hachem, Eric Moulines, Jamal Najim, François Roueff
On the error exponents for detecting randomly sampled noisy diffusion processes. ICASSP (2009)
Pascal Bianchi, Mérouane Debbah, Mylène Maïda, Jamal Najim
Performance of Statistical Tests for Source Detection using Random Matrix Theory CoRR (2009)
Jamal Najim
Survey on spiked models and their application to wireless commcunications. WiOpt (2009)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
BER and outage probability approximations for LMMSE detectors on correlated MIMO channels. IEEE Trans. Inf. Theory 55 (10) (2009)
Leonardo S. Cardoso, Mérouane Debbah, Pascal Bianchi, Jamal Najim
Cooperative spectrum sensing using random matrix theory. ISWPC (2008)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels CoRR (2008)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large Dimensional Signals CoRR (2008)
Walid Hachem, Philippe Loubaton, Jamal Najim
On the fluctuations of the mutual information of large dimensional MIMO channels. ITW (2008)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals CoRR (2008)
Walid Hachem, Oleksiy Khorunzhiy, Philippe Loubaton, Jamal Najim, Leonid Pastur
A New Approach for Mutual Information Analysis of Large Dimensional Multi-Antenna Channels. IEEE Trans. Inf. Theory 54 (9) (2008)
Leonardo S. Cardoso, Mérouane Debbah, Pascal Bianchi, Jamal Najim
Cooperative Spectrum Sensing Using Random Matrix Theory CoRR (2008)
Julien Dumont, Walid Hachem, Samson Lasaulce, Philippe Loubaton, Jamal Najim
On the capacity achieving covariance matrix for Rician MIMO channels: an asymptotic approach. CoRR (2007)
Julien Dumont, Walid Hachem, Samson Lasaulce, Philippe Loubaton, Jamal Najim
High SNR approximations of the capacity of MIMO correlated Rician channels: a large system approach. ISIT (2007)
Walid Hachem, Oleksiy Khorunzhiy, Philippe Loubaton, Jamal Najim, Leonid Pastur
A New Approach for Capacity Analysis of Large Dimensional Multi-Antenna Channels CoRR (2006)