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Sparse Measurement Systems: Applications, Analysis, Algorithms and Design
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Narayanaswamy, Balakrishnan – ProQuest LLC, 2011
This thesis deals with "large-scale" detection problems that arise in many real world applications such as sensor networks, mapping with mobile robots and group testing for biological screening and drug discovery. These are problems where the values of a large number of inputs need to be inferred from noisy observations and where the…
Descriptors: Group Testing, Measurement Techniques, Program Effectiveness, Mathematics