Battle Damage Assessment Information Fusion

Award Information
Agency:
Department of Defense
Branch
Army
Amount:
$69,999.00
Award Year:
2005
Program:
SBIR
Phase:
Phase I
Contract:
W15P7T-06-C-N022
Agency Tracking Number:
A052-082-3019
Solicitation Year:
2005
Solicitation Topic Code:
A05-082
Solicitation Number:
2005.2
Small Business Information
DECISIVE ANALYTICS CORP.
1235 South Clark Street, Suite 400, Arlington, VA, 22202
Hubzone Owned:
N
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
036593457
Principal Investigator:
David Lee
Principal Investigator
(703) 414-5001
david.lee@dac.us
Business Contact:
Kelly McClelland
Director, Corporate Business Office
(703) 414-5024
kelly.mcclelland@dac.us
Research Institution:
n/a
Abstract
The operational commander must interpret large amounts of real-time, imperfect data from multiple heterogeneous sources in order to perform Battle Damage Assessment (BDA). The challenge is to develop a semi-automated BDA system that will provide the commander with accurate, relevant and timely information allowing him/her to focus on the relevant usable action-oriented knowledge extracted from the incoming data stream. The goal of this research is to address this challenge by building on the JDL data fusion model. This innovative BDA software prototype will incorporate a suite of intelligent agents capable of performing natural language processing, ontological processing, and data mining. Our goals will be realized through two major activities: (1) researching and adapting known and novel data fusion methodologies, and (2) developing a collaborative intelligent agent BDA (IABDA) software prototype that implements the DNN architecture to control data fusion. The IABDA software will support the operational commanders in monitoring and estimating the complete battle damage picture, supplementing their creative and cognitive abilities with automated techniques. Ultimately, this will approach will lead to improved efficiency and operational effectiveness.

* information listed above is at the time of submission.

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