Frontiers in Distributed Communication, Sensing and Control

Frontiers in Distributed Communication, Sensing and Control




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Frank Alexander
Los Alamos

Title: Statistical Mechanics and Thermodynamics of Optimal Estimation

Abstract: I will give an overview of recent work on estimation theory at Los Alamos. In particular, I will discuss a variational methods, a closure scheme, a mean-field approximation, and a path integral Monte Carlo approach to optimal and suboptimal estimation. Results for several problems will be given.