Robust and Distributed Hypothesis Testing

Robust and Distributed Hypothesis Testing

Guel, Goekhan

Springer International Publishing AG

07/2018

141

Mole

Inglês

9783319841229

15 a 20 dias

2642

Descrição não disponível.
Introduction.- Background.- Robust Hypothesis Testing with a Single Distance.- Robust Hypothesis Testing with Multiple Distances.- Robust Hypothesis Testing with Repeated Observations.- Robust Decentralized Hypothesis Testing.- Minimax Decentralized Hypothesis Testing.- Conclusions and Outlook.
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Distributed Detection;Signal Detection;Parameter Estimation;Data Fusion;Sensor Networks;Minimax Hypothesis Testing;Sequential Probability Ratio Test;Robust Detection;Robust Estimation;Robust Hypothesis Testing;Probability Metrics;Uncertainty Classes;Uncertainty Models;Detection Theory;Cognitive Radio;Classification;Forest Fire Detection