22 citations · 36 across the 24 of their papers we have counts for
4 papers · 1 filter
Minimax Robust Detection: Classic Results and Recent Advances
Michael Fauß, Abdelhak M. Zoubir, H. Vincent Poor
This paper provides an overview of results and concepts in minimax robust hypothesis testing for two and multiple hypotheses. It starts with an introduction to the subject, highlig…
Tight Bounds on the Weighted Sum of MMSEs with Applications in Distributed Estimation
Michael Fauß, Abdelhak M. Zoubir, Alex Dytso +2
In this paper, tight upper and lower bounds are derived on the weighted sum of minimum mean-squared errors for additive Gaussian noise channels. The bounds are obtained by constrai…
Robust Sequential Detection in Distributed Sensor Networks
Mark R. Leonard, Abdelhak M. Zoubir
We consider the problem of sequential binary hypothesis testing with a distributed sensor network in a non-Gaussian noise environment. To this end, we present a general formulation…
Minimax Robust Hypothesis Testing
Gökhan Gül, Abdelhak M. Zoubir
The minimax robust hypothesis testing problem for the case where the nominal probability distributions are subject to both modeling errors and outliers is studied in twofold. First…