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Distributed Detection with Feedback
We investigated the effects of feedback on a decentralized detection system consisting of N sensors and a data fusion center. It is assumed that observations are independent and identically distributed across sensors, and ...
Parametric and Non-Parametric Schemes for Discrete Time Signal Discrimination
In this thesis parametric and non-parametric schemes for discrete time signal discrimination are considered. Discrete time signal discrimination is the problem of classifying a random discrete time signal into one of two ...
Composite Hypothesis Testing with Data Compression in a Distributed Environment
We discuss the asymptotic performance of a multiterminal detection system comprising a central detector and two remote sensors that have access to discrete, spatially dependent, and temporally memoryless observations. We ...