Investigation of Neural Network Hardware for Electronic Warfare Applications

Award Information
Agency:
Department of Defense
Amount:
$1,478,441.00
Program:
SBIR
Contract:
N/A
Solitcitation Year:
N/A
Solicitation Number:
N/A
Branch:
Air Force
Award Year:
1996
Phase:
Phase II
Agency Tracking Number:
25894
Solicitation Topic Code:
N/A
Small Business Information
Accurate Automation Corp
7001 Shallowford Road, Chattanooga, TN, 37421
Hubzone Owned:
N
Woman Owned:
N
Socially and Economically Disadvantaged:
N
Duns:
N/A
Principal Investigator
 Kevin Priddy, Ph.d.
 (615) 894-4646
Business Contact
Phone: () -
Research Institution
N/A
Abstract
Accurate Automation Corporation (AAC) has developed a new artificial neural network processor (NNP) based upon a sparse Multiple Instruction Multiple Data (MIMD) structure which is ideally suited for Electronic Warfare (EW) applications. The proposed research will investigate the use of the AAC NNP for EW applications such as emitter identification which is used in ELINT, ESM, and RWR receivers. This effort will evaluate the NNP's in terms of speed, flexibility, suitability and parallel processing capability. Neural network techniques will be used to classify emitters based upon feature vectors composed of measured operating characteristics such as pulse repetition frequency (PRF), pulse repetition interval, frequency, modulations, etc. Once developed the techniques will be implemented in the AAC NNP and compared to results obtained previously for the Intel Electrically Trainable Artificial Neural Network (ETANN) chip and others reported in the literature.

* information listed above is at the time of submission.

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