Low-cost ground sensor network for intrusion detection

Authors
Hoon, Dingyao
Foo, Yueng Hao Kenneth
Advisors
Gibson, John H.
Singh, Gurminder
Second Readers
Subjects
wireless
low-cost
network
IoT
PIR
image recognition
air base ground defense system
OpenCV
sensor
Raspberry Pi
Date of Issue
2017-09
Date
Sep-17
Publisher
Monterey, CA; Naval Postgraduate School
Language
Abstract
Perimeter surveillance of forward operating locations, such as Forward Arming and Refueling Points (FARPs), is crucial to ensure the survivability of personnel and materiel. FARPs are frequently located well outside the protective cover of the main forward operating bases. Therefore, they must provide their own organic perimeter defenses. Such defenses are manpower intensive. Our research investigates how cheap, remote, unattended sensors using commercial off-the-shelf (COTS) components can help reduce the manpower requirement for this task and yet not compromise the security of the operating location. We found Internet of Things (IoT) platforms such as Raspberry Pi, paired with passive infra-red sensors and cameras, to be useful in this application. We built a prototype sensor system, tested it in a simulated field environment, and evaluated its performance. We conclude that COTS IoT platforms have much potential to support surveillance of FARPs and other forward operating locations.
Type
Thesis
Description
Department
Computer Science (CS)
Organization
Identifiers
NPS Report Number
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Funding
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Distribution Statement
Approved for public release; distribution is unlimited.
Rights
Copyright is reserved by the copyright owner.
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