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In this paper, we consider the problem of recovering a sparse signal from noisy linear measurements using the so called LASSO formulation.
“A constrained eigenvalue problem,”
Walter Gander, Gene H Golub, and Urs Von Matt, · 1989
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“Regression shrinkage and selection via the lasso,”
Robert Tibshirani, · 1996
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“A dc optimization algorithm for solving the trust-region subproblem,”
Pham Dinh Tao and Le Thi Hoai An, · 1998
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“On the capacity of doubly correlated mimo channels,”
Hyundong Shin, Moe Z Win, Jae Hong Lee, and Marco Chiani, · 2006
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“Optimum m-pam transmission for massive mimo systems with channel uncertainty,”
Ayed M Alrashdi, Abla Kammoun, Ali H Muqaibel, and Tareq Y Al-Naffouri, · 2008
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“Message-passing algorithms for compressed sensing,”
David L Donoho, Arian Maleki, and Andrea Montanari, · 2009
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“Recovery thresholds for ℓ 1 optimization in binary compressed sensing,”
Mihailo Stojnic, · 2010
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“The lasso risk for gaussian matrices,”
Mohsen Bayati and Andrea Montanari, · 2011
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“The dynamics of message passing on dense graphs, with applications to compressed sensing,”
Mohsen Bayati and Andrea Montanari, · 2011
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Random Matrix Methods for Wireless Communications
T. Couillet and M. Debbah, · 2011
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“A framework to characterize performance of lasso algorithms,”
Mihailo Stojnic, · 2013
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“Joint spatial division and multiplexing—the large-scale array regime,”
Ansuman Adhikary, Junyoung Nam, Jae-Young Ahn, and Giuseppe Caire, · 2013
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“Lasso with non-linear measurements is equivalent to one with linear measurements,”
“The box-lasso with application to gssk modulation in massive mimo systems,”
Ismail Ben Atitallah, Christos Thrampoulidis, Abla Kammoun, Tareq Y Al-Naffouri, Mohamed-Slim Alouini, and Babak Hassibi, · 2017
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“Precise performance analysis of the lasso under matrix uncertainties,”
Ayed M Alrashdi, Ismail Ben Atitallah, Tareq Y Al-Naffouri, and Mohamed-Slim Alouini, · 2017
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“Snr estimation in linear systems with gaussian matrices,”
Mohamed A Suliman, Ayed M Alrashdi, Tarig Ballal, and Tareq Y Al-Naffouri, · 2017
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“Precise error analysis of regularized m m -estimators in high dimensions,”
Christos Thrampoulidis, Ehsan Abbasi, and Babak Hassibi, · 2018
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“Symbol error rate performance of box-relaxation decoders in massive mimo,”
Christos Thrampoulidis, Weiyu Xu, and Babak Hassibi, · 2018
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Christos Thrampoulidis, Ehsan Abbasi, and Babak Hassibi, · 2015
Cited alongside, same era.
“Linear precoding based on polynomial expansion: Reducing complexity in massive mimo,”
Axel Mueller, Abla Kammoun, Emil Björnson, and Mérouane Debbah, · 2016
Cited alongside, same era.
Ayed M Alrashdi, Ismail Ben Atitallah, and Tareq Y Al-Naffouri, · 2019
Later among the works it cites.
“Box-relaxation for bpsk recovery in massive mimo: A precise analysis under correlated channels,”
Ayed M Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, and Tareq Y Al-Naffouri, · 2020
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