Verkauf durch Sack Fachmedien

Walk / Jung

Compressed Sensing

Applications to Communication and Digital Signal Processing

Medium: Buch
ISBN: 978-981-10-6540-8
Verlag: Springer Verlag, Singapore
Erscheinungstermin: 19.11.2019
Lieferfrist: bis zu 10 Tage

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. Written for an engineering audience, the book is presented in a strictly mathematical manner, and to keep it self-contained and accessible to engineering students it explains all the mathematical tools used. It also develops a generalization of CS to more structured signal models, which is necessary in order to apply CS to digital communication. The work is based on research material collected by the authors over recent years.


Produkteigenschaften


  • Artikelnummer: 9789811065408
  • Medium: Buch
  • ISBN: 978-981-10-6540-8
  • Verlag: Springer Verlag, Singapore
  • Erscheinungstermin: 19.11.2019
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2020
  • Serie: Foundations in Signal Processing, Communications and Networking
  • Produktform: Gebunden, Book
  • Format (B x H): 155 x 235 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren


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.