18 citations · 23 across the 2 of their papers we have counts for
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cs.IT2018
Precise Performance Analysis of the LASSO under Matrix Uncertainties
Ayed M. Alrashdi, Ismail Ben Atitallah, Tareq Y. Al-Naffouri +1
In this paper, we consider the problem of recovering an unknown sparse signal $\xv_0 \in \mathbb{R}^n$ from noisy linear measurements $\yv = \Hm \xv_0+ \zv \in \mathbb{R}^m$. A pop…
cs.IT2017★ 18 cited
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…