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Sparse Sensing for Statistical Inference (Foundations and Trends in Signal Processing)

Sundeep Prabhakar Chepuri, Geert Leus




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 |  Chepuri Sundeep Prabhakar |  2016-12-14 | Original language:English |  9.21 x.37 x6.14l, | File type: PDF | 172 pages

 | Sparse Sensing for Statistical Inference

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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 withou...

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