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Award Information
Proposal Number: 0722006
Proposal Title: A Novel Peak Detection and Data Fusion Methodology for Multidimensional Chemical Analysis
Topic Number: H-SB07.2-006
Phase: Phase II
Topic Title: Robust Algorithm Development for Multidimensional Chemical Analysis
Organization: Intelligent Automation, Inc.
Address: 15400 Calhoun Dr, Suite 190
Rockville, MD 20855-2814  
Abstract: In this proposal, Intelligent Automation, Inc. along with Applied Research Associates, Inc. proposes to develop a funny functional chemical agent classification and concentration estimation software tool with enhanced performance that will be ready for OEM test. Our prototype software will be able to detect and identify TICs-CWAs-BWAs with high true positive rate, low false positive rate, and low identification confusion, even under adverse environments. Meanwhile, when a potential hazardous agent is identified, its concentration will also be estimated using our software. They key innovation of the proposed approach lies in novel classification framework with soft decision, sensitive and selection detection, unknown class discovery capability, and a novel decision fusion technique, along with state-of the-art methods for concentration estimation of mixing agents. In Phase II, we will perform alpha and beta testing on our software before shipping out the final version of the software for acceptance testing by the OEMs and integrating our software into chemical-Biological agent sensing devices.
Award/Contract Number: NBCHC090013
Period of Performance: 01/26/2009 - 04/25/2011
Award/Contract Value: $750,000.00
Award/Obligated Amount: $750,000.00