Investigation of Neural Network Hardware for Electronic Warfare Applications

Award Information
Agency:
Department of Defense
Branch
Air Force
Amount:
$1,478,441.00
Award Year:
1996
Program:
SBIR
Phase:
Phase II
Contract:
n/a
Award Id:
25894
Agency Tracking Number:
25894
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
Accurate Automation Corp (Currently Accurate Automation Corporation)
7001 Shallowford Road, Chattanooga, TN, 37421
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
n/a
Principal Investigator:
Kevin Priddy, Ph.d.
(615) 894-4646
Business Contact:
() -
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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