165 citations · 717 across the 68 of their papers we have counts for
6 papers · 1 filter
Old Bands, New Tracks---Revisiting the Band Model for Robust Hypothesis Testing
Michael Fauß, Abdelhak M. Zoubir
The density band model proposed by Kassam for robust hypothesis testing is revisited in this paper. First, a novel criterion for the general characterization of least favorable dis…
Performance Analysis of the Decentralized Eigendecomposition and ESPRIT Algorithm
W. Suleiman, M. Pesavento, A. M. Zoubir
In this paper, we consider performance analysis of the decentralized power method for the eigendecomposition of the sample covariance matrix based on the averaging consensus protoc…
Multi-Target Tracking in Distributed Sensor Networks using Particle PHD Filters
Mark R. Leonard, Abdelhak M. Zoubir
Multi-target tracking is an important problem in civilian and military applications. This paper investigates multi-target tracking in distributed sensor networks. Data association,…
A Linear Programming Approach to Sequential Hypothesis Testing
Michael Fauss, Abdelhak M. Zoubir
Under some mild Markov assumptions it is shown that the problem of designing optimal sequential tests for two simple hypotheses can be formulated as a linear program. The result is…
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…
Robust Hypothesis Testing with -Divergence
Gökhan Gül, Abdelhak M. Zoubir
A robust minimax test for two composite hypotheses, which are determined by the neighborhoods of two nominal distributions with respect to a set of distances - called divergenc…