A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large-Dimensional Signals
Kammoun, A., Kharouf, M., Hachem, W., Najim, J.
Published in IEEE transactions on information theory (01.11.2009)
Published in IEEE transactions on information theory (01.11.2009)
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Journal Article
BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels
Kammoun, A., Kharouf, M., Hachem, W., Najim, J.
Published in IEEE transactions on information theory (01.10.2009)
Published in IEEE transactions on information theory (01.10.2009)
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Journal Article
Random Matrix-Based Approach for Data Reduction and Sensor Selection with Application to Degradation Index Construction
Kioye, Togo Jean Yves, Kharouf, Malika, Huynh, Khac Tuan
Published in 2022 6th International Conference on System Reliability and Safety (ICSRS) (23.11.2022)
Published in 2022 6th International Conference on System Reliability and Safety (ICSRS) (23.11.2022)
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Conference Proceeding
Consistent Spectral Methods for Dimensionality Reduction
Kharouf, Malika, Rebafka, Tabea, Sokolovska, Nataliya
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
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Conference Proceeding
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case
Kammoun, A., Kharouf, M., Couillet, R., Najim, J., Debbah, M.
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
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Conference Proceeding
Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix
Gado, Nassara Elhadji Ille, Grall-Maes, Edith, Kharouf, Malika
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
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Conference Proceeding
A CLT for Information-theoretic statistics of Non-centered Gram random matrices
Hachem, Walid, Kharouf, Malika, Najim, Jamal, Silverstein, Jack W
Published in arXiv.org (01.07.2011)
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Published in arXiv.org (01.07.2011)
Paper
Fluctuations of the SNR at the wiener filter output for large dimensional signals
Kammoun, A., Kharouf, M., Hachem, W., Najim, J.
Published in 2008 IEEE 9th Workshop on Signal Processing Advances in Wireless Communications (01.07.2008)
Published in 2008 IEEE 9th Workshop on Signal Processing Advances in Wireless Communications (01.07.2008)
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Conference Proceeding
On the fluctuations of the mutual information for non centered MIMO channels: The non Gaussian case
Kammoun, A, Kharouf, M, Hachem, W, Najim, J, El Kharroubi, A
Published in 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01.06.2010)
Published in 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (01.06.2010)
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Conference Proceeding
Outage probability approximation for the wiener filter SINR in MIMO systems
Kammoun, A., Kharouf, M., Hachem, W., Najim, J.
Published in 2008 IEEE 9th Workshop on Signal Processing Advances in Wireless Communications (01.07.2008)
Published in 2008 IEEE 9th Workshop on Signal Processing Advances in Wireless Communications (01.07.2008)
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Conference Proceeding