Source detection algorithms for dynamic contaminants based on the analysis of a hydrodynamic limit
Probability
2015-10-21 v2 Computational Engineering, Finance, and Science
Multiagent Systems
Numerical Analysis
Optimization and Control
Abstract
In this work we propose and numerically analyze an algorithm for detection of a contaminant source using a dynamic sensor network. The algorithm is motivated using a global probabilistic optimization problem and is based on the analysis of the hydrodynamic limit of a discrete time evolution equation on the lattice under a suitable scaling of time and space. Numerical results illustrating the effectiveness of the algorithm are presented.
Cite
@article{arxiv.1510.05193,
title = {Source detection algorithms for dynamic contaminants based on the analysis of a hydrodynamic limit},
author = {Sergio A. Almada Monter and Amarjit Budhiraja and Jan Hannig},
journal= {arXiv preprint arXiv:1510.05193},
year = {2015}
}