DocumentCode :
136296
Title :
Multi-dimensional reward volumes for sensor priority strategies
Author :
Rahmes, Mark ; Pemble, Rick ; Lemieux, George ; Fox, Kevin
Author_Institution :
Gov. Commun. Syst. Div. Melbourne, Harris Corp., Melbourne, FL, USA
fYear :
2014
fDate :
10-13 Jan. 2014
Firstpage :
602
Lastpage :
607
Abstract :
We describe a model for determining strategies for making decisions for sensor prioritization strategies. We combine operations research methods and remote sensing for decision making with several possible actions, state of the world, and a mixed probability metric. We perform data mining and discover patterns to automatically enhance situational awareness from multiple sensor inputs. Our solution has been developed for a method for determining actionable information to efficiently manage remote sensing assets and use open source information. Our tool allows for calculating optimal strategies, provides greater knowledge about the state of the world, and increases the likelihood of a decision maker making the best decision. We discuss multi-dimensional game theory using linear programming methods to solve for multiple possible strategies. We discuss a new concept of reward volumes. The decision maker´s success depends upon his ability to correctly and automatically judge the multiple factors. The goal of our system, called GlobalSite, is to deliver trustworthy threat analysis systems and services that understand situations, while being a vital tool for continuing mission operations.
Keywords :
data mining; decision making; game theory; geophysics computing; linear programming; probability; remote sensing; GlobalSite; data mining; decision making; linear programming method; mission operations; mixed probability metric; multidimensional game theory; multidimensional reward volumes; multiple sensor inputs; open source information; operations research methods; pattern discovery; remote sensing asset management; sensor prioritization strategies; sensor priority strategies; situational awareness; trustworthy threat analysis systems; Conferences; Cost function; Data integration; Games; Nash equilibrium; Resource management; Decision Making; Game theory; Operations Research; Resource Management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Communications and Networking Conference (CCNC), 2014 IEEE 11th
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-2356-4
Type :
conf
DOI :
10.1109/CCNC.2014.6940488
Filename :
6940488
Link To Document :
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