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Issue No.02 - February (1990 vol.12)
pp: 204-211
ABSTRACT
<p>A syntactic pattern recognition system is evaluated for applications to radar signal identification. Three different level-crossing-based pattern representation algorithms are considered. The utility of the resulting symbolic pattern representations is assessed by evaluating the performance of a maximum-likelihood classifier when the observed symbol strings are used as inputs to the decision algorithm. A syntax analysis algorithm is derived from the likelihood function classifier. Performance results of simulated classification experiments for both maximum-likelihood and language-theoretic classifiers are presented.</p>
INDEX TERMS
computerised pattern recognition; radar measurements; commercial aircraft; syntactic pattern recognition; radar signal identification; symbolic pattern representations; maximum-likelihood classifier; symbol strings; decision algorithm; language-theoretic classifiers; artificial intelligence; computerised pattern recognition; radar measurement
CITATION
O.S. Sands, F.D. Garber, "Pattern Representations and Syntactic Classification of Radar Measurements of Commercial Aircraft", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.12, no. 2, pp. 204-211, February 1990, doi:10.1109/34.44406
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