The Search Benefits of Autonomous Mobility in Distributed Sensor Networks

We consider a problem of finding the effectiveness of applying varying amounts of motion in fields of autonomous unmanned vehicles performing group search operations. These fields are typically deployed to provide extended coverage over that provided by a single sensor in spatially extended search r...

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Main Authors: Thomas A. Wettergren, C. Michael Traweek
Format: Article
Language:English
Published: Wiley 2012-02-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2012/797040
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author Thomas A. Wettergren
C. Michael Traweek
author_facet Thomas A. Wettergren
C. Michael Traweek
author_sort Thomas A. Wettergren
collection DOAJ
description We consider a problem of finding the effectiveness of applying varying amounts of motion in fields of autonomous unmanned vehicles performing group search operations. These fields are typically deployed to provide extended coverage over that provided by a single sensor in spatially extended search regions. The autonomous nature of these distributed sensing assets is attributable to constraints on communications bandwidth and manpower. Due to the potential large cost discrepancy between fielding moving searchers and fixed searchers, the potential benefit of searcher motion relative to that achievable by deployment of larger numbers of fixed nodes is a critical operational consideration. We build a parametric analytical model of searcher performance for fields of moving searchers, and through a perturbation analysis examine the effectiveness of searcher motion vice nonmotion in terms of numbers of searchers required to achieve similar goals. Numerical simulations support the conclusions that are obtained.
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series International Journal of Distributed Sensor Networks
spelling doaj-art-7166a8c7301c4afcb3bb1cb9408934fe2025-02-03T06:42:58ZengWileyInternational Journal of Distributed Sensor Networks1550-14772012-02-01810.1155/2012/797040The Search Benefits of Autonomous Mobility in Distributed Sensor NetworksThomas A. Wettergren0C. Michael Traweek1 Naval Undersea Warfare Center, 1176 Howell Street, Newport, RI 02841, USA Office of Naval Research, 875 North Randolph Street, Arlington, VA 22217, USAWe consider a problem of finding the effectiveness of applying varying amounts of motion in fields of autonomous unmanned vehicles performing group search operations. These fields are typically deployed to provide extended coverage over that provided by a single sensor in spatially extended search regions. The autonomous nature of these distributed sensing assets is attributable to constraints on communications bandwidth and manpower. Due to the potential large cost discrepancy between fielding moving searchers and fixed searchers, the potential benefit of searcher motion relative to that achievable by deployment of larger numbers of fixed nodes is a critical operational consideration. We build a parametric analytical model of searcher performance for fields of moving searchers, and through a perturbation analysis examine the effectiveness of searcher motion vice nonmotion in terms of numbers of searchers required to achieve similar goals. Numerical simulations support the conclusions that are obtained.https://doi.org/10.1155/2012/797040
spellingShingle Thomas A. Wettergren
C. Michael Traweek
The Search Benefits of Autonomous Mobility in Distributed Sensor Networks
International Journal of Distributed Sensor Networks
title The Search Benefits of Autonomous Mobility in Distributed Sensor Networks
title_full The Search Benefits of Autonomous Mobility in Distributed Sensor Networks
title_fullStr The Search Benefits of Autonomous Mobility in Distributed Sensor Networks
title_full_unstemmed The Search Benefits of Autonomous Mobility in Distributed Sensor Networks
title_short The Search Benefits of Autonomous Mobility in Distributed Sensor Networks
title_sort search benefits of autonomous mobility in distributed sensor networks
url https://doi.org/10.1155/2012/797040
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AT cmichaeltraweek thesearchbenefitsofautonomousmobilityindistributedsensornetworks
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