184 citations · 818 across the 156 of their papers we have counts for
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A Large Dimensional Study of Regularized Discriminant Analysis Classifiers
Khalil Elkhalil, Abla Kammoun, Romain Couillet +2
This article carries out a large dimensional analysis of standard regularized discriminant analysis classifiers designed on the assumption that data arise from a Gaussian mixture m…
Hand Gesture Recognition Using Ultrasonic Waves
Mohammed H. AlSharif, Mohamed Saad, Tareq Y. Al-Naffouri
This paper presents a new method for detecting and classifying a predefined set of hand gestures using a single transmitter and a single receiver utilizing a linearly frequency mod…
SNR Estimation in Linear Systems with Gaussian Matrices
Mohamed A. Suliman, Ayed M. Alrashdi, Tarig Ballal +1
This paper proposes a highly accurate algorithm to estimate the signal-to-noise ratio (SNR) for a linear system from a single realization of the received signal. We assume that the…
Numerically Stable Evaluation of Moments of Random Gram Matrices with Applications
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri +1
This paper is focuses on the computation of the positive moments of one-side correlated random Gram matrices. Closed-form expressions for the moments can be obtained easily, but nu…