Sensor Data Fusion for Target Classification and Identification

Award Information
Agency: Department of Defense
Branch: Army
Contract: DAAB07-02-C-L405
Agency Tracking Number: A002-2076
Amount: $730,000.00
Phase: Phase II
Program: SBIR
Awards Year: 2002
Solicitation Year: N/A
Solicitation Topic Code: N/A
Solicitation Number: N/A
Small Business Information
Suite A, 75 Aero Camino, Goleta, CA, 93117
DUNS: 054672662
HUBZone Owned: N
Woman Owned: N
Socially and Economically Disadvantaged: N
Principal Investigator
 Kevin Sullivan
 Senior Staff Analyst
 (805) 968-6787
 ksullivan@toyon.com
Business Contact
 William Dunaway
Title: Vice President
Phone: (805) 968-6787
Email: wdunaway@toyon.com
Research Institution
N/A
Abstract
Toyon Research proposes to develop a fusion module that fuses measurements collected by any number of sensors over time. The fusion module will consist of a Bayesian Network and a statistical database. The Bayesian Network will update beliefs about whattype of target is being measured by taking into consideration a priori information regarding the types of airborne objects in an area, the kinematic state estimate provided by a tracker, and the capabilities of the sensors providing measurements. Thestatistical database will provide information regarding the expected characteristics of the sensors and the expected kinematic characteristics of each target type. One of the important advantages of our approach is that information from sensors whichprovide data at different levels in a target-class hierarchy can be effectively fused. We will build a computer simulation of the non-cooperative target recognition (NCTR) architecture so that we can test the fusion module using a realistic number ofsensor measurements. Optional tasks include the analysis of ATR outcomes for building the statistical database, installing and testing the fusion module within a government facility, and integrating the fusion module with a tracker and sensor tasker.

* Information listed above is at the time of submission. *

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