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Home | Seminars and Symposia | Past seminars/symposia: Wednesday, July 21, 2010

DTC Leading Edge Seminar Series

Open Set Classifier with Learning for the Classification of Known/Unknown Signals

by

Shubha Kadambe
Rockwell Collins
Communication and Navigation Systems
Advanced Technology Center

Wednesday, July 21, 2010
3:30 pm Reception
4:00 pm Seminar

401/402 Walter Library

We have developed a Gaussian Mixture Model based open set classifier with cluster based learning engine for the classification of known/unknown signals. In this presentation, details on this technique will be provided. The results of the performance of the classifier is also provided for signals collected in-field.

 

Dr. Shubha Kadambe obtained her PhD in Electrical Engineering from the University of Rhode Island in 1991. Currently she is a Senior Principal Systems Engineer at the Communications Systems and Applications group in the Advanced Technology Center, Communication Navigation and Systems department of Rockwell Collins.