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Tesi etd-03022011-101101


Thesis type
Tesi di laurea specialistica
Author
BARUZZI, AURORA
email address
aurora.baruzzi@gmail.com
URN
etd-03022011-101101
Title
Classification of scaled radar target data collected at ultrasound frequencies
Struttura
INGEGNERIA
Corso di studi
INGEGNERIA DELLE TELECOMUNICAZIONI
Commissione
tutor Balleri, Alessio
correlatore Griffiths, Hugh
controrelatore Gini, Fulvio
relatore Prof.ssa Greco, Maria Sabrina
Parole chiave
  • radar target classification
  • ultrasound classification
Data inizio appello
02/05/2011;
Consultabilità
parziale
Data di rilascio
02/05/2051
Riassunto analitico
Target recognition and classification applied to radar and sonar systems has become of great importance in recent years following the development of high range resolution systems that allow a much more detailed target sensing. Although a lot of research has been done on these topics, classification of targets under all weather and clutter condition remains a key problem in many military applications and often not much data is available. Ultrasound measurements offer a relatively simple and inexpensive way to collect target data that can be used to exploit the performance of classifiers on scaled targets. In this thesis, classification of scaled radar target data collected at ultrasound frequencies is presented. Performance of various classifiers is assessed as a function of parameters, such as target features, SNR and angular perspectives.
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