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Sparse Sensing for Statistical Inference by Sundeep Prabhakar Chepuri
Sparse Sensing for Statistical Inference by Sundeep Prabhakar Chepuri
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Sparse Sensing for Statistical Inference

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Description

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.
Release date NZ
December 14th, 2016
Pages
172
Audience
  • Postgraduate, Research & Scholarly
Dimensions
156x234x9
ISBN-13
9781680832365
Product ID
26526007

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