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Scheduling of Multistatic Sonobuoy Fields Using Multi-Objective Optimization

conference contribution
posted on 2024-10-31, 22:02 authored by Christopher Gilliam, Daniel Angley, Sofia Suvorova, Branko RisticBranko Ristic, William MoranWilliam Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov
Sonobuoy fields, comprising a network of transmitters and receivers, are commonly deployed to find and track underwater targets. For a given environment and sonobuoy field layout, the performance of such a field depends on the scheduling, that is, deciding which source should transmit, and which from a library of available waveforms should be transmitted at any given time. In this paper, we propose a novel scheduling framework based on multi-objective optimization. Specifically, we pose the two tasks of the sonobuoy field-tracking and searching-as separate, competing, objective functions. Using this framework, we propose a characterization of scheduling based on Pareto optimality. This characterization describes the trade-off between the search-track objectives and is demonstrated on realistic multistatic sonobuoy simulations.

History

Start page

3206

End page

3210

Total pages

5

Outlet

Proceedings of the 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)

Name of conference

ICASSP 2018: Signal Processing and Artificial Intelligence: Changing the World

Publisher

IEEE

Place published

United States

Start date

2018-04-15

End date

2018-04-20

Language

English

Copyright

© 2018 IEEE

Former Identifier

2006087195

Esploro creation date

2020-06-22

Fedora creation date

2019-01-31

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