Feb 2, 2010 · We experiment with a simulated network of binary detectors, applying the message-passing algorithm to optimize the achievable tradeoff between ...
The prospect of a computationally-efficient algorithm to optimize large-scale decentralized detection networks is com- plementary to other recent work, which ...
Oct 22, 2024 · We experiment with a simulated network of binary detectors, applying the message-passing algorithm to optimize the achievable tradeoff between ...
We formulate this dual-objective design problem within the Bayesian decentralized detection paradigm, mod- eling resource constraints by a directed acyclic ...
This work outlines this multi-objective design problem within the Bayesian decentralized detection paradigm, modeling resource constraints by a directed ...
An efficient message-passing algorithm for optimizing decentralized detection networks. O. Patrick Kreidl, Alan S. Willsky. Research output: Contribution to ...
TL;DR: The principal focus of this thesis is to augment the optimization problems from which existing message-passing algorithms are derived, explicitly taking ...
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An Efficient Message Passing Algorithm for Decentrally ...
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This paper proposes a novel probabilistic framework for the design of probabilistic message passing mechanism for complex and large dynamical systems that are ...
Graphical Models together with Message Passing Algorithms pro- vide solutions in accordance with the in-network processing paradigm. [4]. Altough it is ...
[8] O. P. Kreidl and A. S. Willsky, “An Efficient Message-Passing. Algorithm for Optimizing Decentralized Detection Networks,” in Proc. IEEE 45th Conf. on ...