Titlebook: Compressed Sensing in Information Processing; Gitta Kutyniok,Holger Rauhut,Robert J. Kunsch Book 2022 The Editor(s) (if applicable) and Th

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New Challenges in Covariance Estimation: Multiple Structures and Coarse Quantization,dent samples. Based on massive multiple-input multiple-output (MIMO) systems, we illustrate the necessity of leveraging structure and considering quantization of samples when estimating covariance matrices in practice. We then provide a selective survey of theoretical advances of the last decade foc

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Unbiasing in Iterative Reconstruction Algorithms for Discrete Compressed Sensing,sed how the underlying problem can be separated into feasible parts, establishing the blocks of iterative schemes. It is shown that the information exchange between the blocks is of importance. This step is discussed and represented via an unbiasing operation subsequent to a minimum mean-squared err

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