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Titlebook: Compressed Sensing and its Applications; Second International Holger Boche,Giuseppe Caire,Rudolf Mathar Book 2017 Springer International Pu

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Book 2017 as other applied scientists exploring the potential applications for the novel methodology of compressed sensing. An introduction to the subject of compressed sensing is also provided for researchers interested in the field who are not as familiar with it. .
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Strategisches Supply Chain Management to be classified is sparse, our results show that the data can be acquired via very few measurements yet will remain linearly separable. We demonstrate the feasibility of this approach in the context of hyperspectral imaging.
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Strategisches Supply Chain Managementseless reconstruction is equivalent to phaseless reconstruction. That is, it never was .; (2) weak phase retrieval is not equivalent to weak phaseless reconstruction; (3) weak phase retrieval requires at least 2. − 2 vectors in an m-dimensional Hilbert space. We also give several examples illustrating the relationship between these concepts.
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A Randomized Tensor Train Singular Value Decomposition, decomposition methods to higher-order tensors in the framework of the hierarchical tensor representation. In particular we present and analyze a randomized algorithm for the calculation of the hierarchical SVD (HSVD) for the tensor train (TT) format.
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Strategisches Supply Chain Managementthods to guarantee uniqueness in Fourier phase retrieval. We then present different algorithmic approaches to retrieve the signal in practice. We conclude by outlining some of the main open questions in this field.
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https://doi.org/10.1007/b137883y SBM, with high probability, whenever ., as long as .. This threshold is known to be the information theoretically optimal. We also study the case when .. In this case however, we achieve recovery guarantees that no longer match the optimal condition ., thus leaving achieving optimality for this range an open question.
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