Neural network application for emitter identification

Proceedings International Radar Symposium

Volumn , Issue , 2017, Pages

  Matuszewski, Jan ^a   Sikorska Lukasiewicz, Katarzyna ^a  

^a MILITARY UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

MILITARY ELECTRONIC COUNTERMEASURES; RADAR;

BACK PROPAGATION NEURAL NETWORKS; ELECTROMAGNETIC ENVIRONMENTS; ELECTRONIC SUPPORT MEASURES SYSTEMS; EMITTER IDENTIFICATION; NEURAL NETWORK APPLICATION; PROTOTYPE MODELS; RECONNAISSANCE SYSTEMS; THREAT DETECTION;

BACKPROPAGATION;

EID: 85028591653     PISSN: 21555753     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/IRS.2017.8008202     Document Type: Conference Paper

References (7)

1. D. L. Adamy, "EW 102. A Second Course in Electronic Warfare", Artech House, Boston & London, 2004.
2. P. Kaniewski, Closed-Loop INS/TACAN/ALT Positioning System, Acta Physica Polonica A, Vol. 114, No. 6A, pp. A133-A138, 2008.
3. S. Konatowski, "The development of nonlinear filtering algorithms", Przeglad Elektrotechniczny, Vol. 86, No. 9, 2010, pp. 272-277.
4. J. Matuszewski, "The Analysis of Modern Radar Signals Parameters in Electronic Intelligence System", 13th International Conference on Modern Problems of Radio Engineering, Telecommunications and Computer Science (TCSET), Lviv-Slavske, Ukraine, FEB 23-26, 2016, pp. 298-302.
5. M. H. Beale, M. T. Hagan, H. B. Demuth, "MatLab. Neural Network Toolbox. User's Guide", MathWorks, 2017.
6. J. Schmidhuber, "Deep learning in neural networks: An overview", Neural Networks, Elsevier, No. 61, 2015, pp. 85-117.
7. I. Tomaszewska, "Koncepcja i badanie jakosci rozpoznawania radarów przy uzyciu sieci neuronowych", Diploma research, Warszawa, WAT, 2015.