Intelligent Information-Gathering Agents

Award Information
Agency:
Department of Defense
Branch
Navy
Amount:
$80,000.00
Award Year:
2007
Program:
SBIR
Phase:
Phase I
Contract:
N68335-07-C-0173
Award Id:
82426
Agency Tracking Number:
N063-170-0205
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
6800 Cortona Drive, Goleta, CA, 93117
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
054672662
Principal Investigator:
Mark Meloon
Senior Analyst
(805) 968-6787
mmeloon@toyon.com
Business Contact:
Marcella Lindbery
Director of Finance and C
(805) 968-6787
mlindbery@toyon.com
Research Institution:
n/a
Abstract
Toyon Research Corporation proposes to develop a novel algorithm for dynamically prioritizing information available to members of a distributed intelligence architecture. This algorithm will allow a network agent to determine what information is of most value to client agents onboard aircraft based on tactical objectives and the current battlefield situation. Our approach is to use Dynamic Bayesian Networks (DBNs) - a leading technique in the field of artificial intelligence - as a data structure to model the current information content of each agent in the network and determine the appropriate level of detail to transmit. As new data is received by an agent in the network, the resulting improvement in mission-specific knowledge is quantified through measures from information theory. If the change is significant, the network agent transmits the information to appropriate agents in the network. In Phase I, we will develop appropriate DBNs for representative naval missions, develop a software prototype, and demonstrate the feasibility of the approach and algorithms. In Phase II, we will refine the scheme and develop a more sophisticated prototype that would allow us to demonstrate and evaluate the scheme.

* information listed above is at the time of submission.

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