Sparse Sensing for Statistical Inference

Chepuri, Sundeep Prabhakar; Leus, Geert

ISBN 10: 1680832360 / ISBN 13: 9781680832365

Verlag: Now Publishers, 2016

Beschreibung

Print on Demand pp. 172.

Bestandsnummer des Verkäufers 387992129

Bibliografische Details

• Titel: Sparse Sensing for Statistical Inference
• Verlag: Now Publishers
• Erscheinungsjahr: 2016
• Sprache: Englisch
• ISBN-10: 1680832360
• ISBN-13: 9781680832365
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

Sensors are becoming increasingly omnipresent throughout society. These sensors generate a billion gigabytes of data every day. With the availability of immense computing power at central locations, the local storage and transmission of the data to a central location becomes the bottleneck in the real-time processing of the mass of data. Recently compressed sensing has emerged as a technique to alleviate these problems, but much of the data is blindly discarded without being examined to achieve acceptable throughput rates.

Sparse Sensing for Statistical Inference introduces and reviews a new technique called Sparse Sensing that reduces the amount of data that must be collected to start with, proving an efficient and cost-effective method for data collection. This monograph provides the reader with a comprehensive overview of this technique and a framework that can be used by researchers and engineers in implementing the technique in practical sensing systems.