Conference
Hidden Markov Models for Radar Pulse Train Analysis in Electronic Warfare
Abstract
We present a new approach to radar pulse train analysis in electronic warfare. We consider an alternative to the classical Time-Of-Arrival (TOA) histogram technique commonly used for extraction of complex pulse patterns. We derive a Hidden Markov Model for the radar word templates, and develop a modi£ed version of the Viterbi algorithm to extract radar words from noisy and corrupted pulse sequences. We argue the advantages of this approach …
Authors
Visnevski N; Haykin S; Krishnamurthy V; Dilkes FA; Lavoie P
Volume
5
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 1, 2005
DOI
10.1109/icassp.2005.1416374
Name of conference
Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.