Compressed Sensing

Compressed Sensing

Applications to Communication and Digital Signal Processing

Walk, Philipp; Jung, Peter

Springer Verlag, Singapore

11/2019

Dura

Inglês

9789811065408

15 a 20 dias

This textbook focuses on applications of compressed sensing (CS) and sub-Nyquist sampling techniques to wireless communications such as multi-carrier, IMIMO, UWB, LTE, 5G, Internet of Things, and machine learning.
Introduction.- Signal Representation.- Least-Squares Estimation in Finite Dimensional Subspaces.- Sparse Solutions to Underdetermined Linear Equations.- Sparse Estimation from Noisy Measurements.- Random Sampling.- Low-Rank Matrix Recovery & Beyond.- Numerical Reconstruction.- Prelim: Compactness and Approximation.
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