Journal article
Syntactic Modeling and Signal Processing of Multifunction Radars: A Stochastic Context-Free Grammar Approach
Abstract
Multifunction radars (MFRs) are sophisticated sensors with complex dynamical modes that are widely used in surveillance and tracking. This paper demonstrates that stochastic context-free grammars (SCFGs) are adequate models for capturing the essential features of the MFR dynamics. Specifically, MFRs are modeled as systems that ldquospeakrdquo a language that is characterized by an SCFG. The paper shows that such a grammar is modulated by a …
Authors
Visnevski N; Krishnamurthy V; Wang A; Haykin S
Journal
Proceedings of the IEEE, Vol. 95, No. 5, pp. 1000–1025
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
May 1, 2007
DOI
10.1109/jproc.2007.893252
ISSN
0018-9219