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Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization

Abstract: 

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.

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Paper Details

Authors:
Daniel Angley, Sofia Suvorova, Branko Ristic, Bill Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov
Submitted On:
18 April 2018 - 10:44am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Christopher Gilliam
Paper Code:
SAM-L2.2
Document Year:
2018
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[1] Daniel Angley, Sofia Suvorova, Branko Ristic, Bill Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov, "Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/2966. Accessed: Sep. 25, 2018.
@article{2966-18,
url = {http://sigport.org/2966},
author = {Daniel Angley; Sofia Suvorova; Branko Ristic; Bill Moran; Fiona Fletcher; Han Gaetjens; Sergey Simakov },
publisher = {IEEE SigPort},
title = {Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization},
year = {2018} }
TY - EJOUR
T1 - Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization
AU - Daniel Angley; Sofia Suvorova; Branko Ristic; Bill Moran; Fiona Fletcher; Han Gaetjens; Sergey Simakov
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/2966
ER -
Daniel Angley, Sofia Suvorova, Branko Ristic, Bill Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov. (2018). Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization. IEEE SigPort. http://sigport.org/2966
Daniel Angley, Sofia Suvorova, Branko Ristic, Bill Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov, 2018. Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization. Available at: http://sigport.org/2966.
Daniel Angley, Sofia Suvorova, Branko Ristic, Bill Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov. (2018). "Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization." Web.
1. Daniel Angley, Sofia Suvorova, Branko Ristic, Bill Moran, Fiona Fletcher, Han Gaetjens, Sergey Simakov. Scheduling of Multistatic Sonobuoy Fields using Multi-Objective Optimization [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/2966