22 citations · 25 across the 3 of their papers we have counts for
4 papers · 1 filter
Minimax Optimal Sequential Hypothesis Tests for Markov Processes
Michael Fauss, Abdelhak M. Zoubir, H. Vincent Poor
Under mild Markov assumptions, sufficient conditions for strict minimax optimality of sequential tests for multiple hypotheses under distributional uncertainty are derived. First,…
Bayesian Sequential Joint Detection and Estimation
Dominik Reinhard, Michael Fauss, Abdelhak M. Zoubir
Joint detection and estimation refers to deciding between two or more hypotheses and, depending on the test outcome, simultaneously estimating the unknown parameters of the underly…
Tight MMSE Bounds for the AGN Channel Under KL Divergence Constraints on the Input Distribution
Michael Fauss, Alex Dytso, Abdelhak M. Zoubir +1
Tight bounds on the minimum mean square error for the additive Gaussian noise channel are derived, when the input distribution is constrained to be epsilon-close to a Gaussian refe…
In a One-Bit Rush: Low-Latency Wireless Spectrum Monitoring with Binary Sensor Arrays
Manuel S. Stein, Michael Fauß
Detecting the presence of a random wireless source with minimum latency utilizing an array of radio sensors is considered. The problem is studied under the constraint that the anal…