High-Dimensional Analysis of Regularized Convex Optimization Problems with Application to Massive MIMO Wireless Communication Systems
In the past couple of decades, the amount of data available has dramatically in- creased. Thus, in modern large-scale inference problems, the dimension of the signal to be estimated is comparable or even larger than the number of available observa- tions. Yet the desired properties of the signal typ...
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Language: | en |
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2021
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Online Access: | Alrashdi, A. (2021). High-Dimensional Analysis of Regularized Convex Optimization Problems with Application to Massive MIMO Wireless Communication Systems. KAUST Research Repository. https://doi.org/10.25781/KAUST-42083 http://hdl.handle.net/10754/668170 |