2006 IEEE Radar Conference

April 24 - 27, 2006
Turning Stone Resort and Casino
Verona, NY   USA
 
Sponsored by IEEE Aerospace & Electronics Systems Society and IEEE Mohawk Valley and Syracuse Sections
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Call for Papers -PDF version

Important Dates
17 April 06
Deadline for Online Registration

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Central New York Area

Logo background image courtesy NASA/JPL-Caltech.

Tutorial 2.1
Wednesday, 26 April 2006

Radar Signal Detection and Data Fusion
Instructor: Pramod K. Varshney, Syracuse University, USA

Synopsis: Target detection is one of the primary tasks in radar signal processing. Conventional radar signal detection is carried out by a single radar and is based on conventional statistical decision theory. Many practical methods have also been developed for specific applications such as CFAR detection. There has been a recent interest in radar networking and collaborative signal detection via data fusion. The goal of this tutorial is to provide a review of conventional detection theory and an introduction to the newly developed theory of distributed detection and data fusion. The specific topics to be covered are:

Review of detection theory:
Bayesian detection theory
Neyman-Pearson detection
Locally optimum detection
Sequential detection
Introduction to distributed detection:
Two-sensor Bayesian detection
Design of fusion rule
Constant False Alarm Rate (CFAR) Detection:
Basic theory
Embedded CFAR
Distributed CFAR detection

Reference: Pramod K. Varshney, Distributed Detection and Data Fusion, Springer, 1997.

Prof. Pramod K. Varshney was born in Allahabad, India on July 1, 1952. He received the B.S. degree in electrical engineering and computer science (with highest honors), and the M.S. and Ph.D. degrees in electrical engineering from the University of Illinois at Urbana-Champaign in 1972, 1974, and 1976 respectively. During 1972-76, he held teaching and research assistantships at the University of Illinois. Since 1976 he has been with Syracuse University, Syracuse, NY where he is currently a Professor of Electrical Engineering and Computer Science and the Research Director of the New York State Center for Advanced Technology in Computer Applications and Software Engineering. He served as the Associate Chair of the department during 1993-96. He is also an Adjunct Professor of Radiology at Upstate Medical University in Syracuse, NY. His current research interests are in distributed sensor networks and data fusion, detection and estimation theory, wireless communications, image processing, radar signal processing and remote sensing. He has published extensively. He is the author of Distributed Detection and Data Fusion, published by Springer-Verlag in 1997. He has served as a consultant to several major companies. While at the University of Illinois, Dr. Varshney was a James Scholar, a Bronze Tablet Senior, and a Fellow. He is a member of Tau Beta Pi and is the recipient of the 1981 ASEE Dow Outstanding Young Faculty Award. He was elected to the grade of Fellow of the IEEE in 1997 for his contributions in the area of distributed detection and data fusion. He was the guest editor of the special issue on data fusion of the Proceedings of the IEEE, January 1997. In 2000, he received the Third Millennium Medal from the IEEE and Chancellor's Citation for exceptional academic achievement at Syracuse University. He serves as a distinguished lecturer for the AES society of the IEEE. He is on the editorial board of Information Fusion. He was the President of International Society of Information Fusion during 2001.