Details

Title

A method of feature selection in the aspect of specific identification of radar signals

Journal title

Bulletin of the Polish Academy of Sciences: Technical Sciences

Yearbook

2017

Numer

No 1

Publication authors

Divisions of PAS

Nauki Techniczne

Publisher

Polish Academy of Sciences

Date

2017

Identifier

ISSN 0239-7528, eISSN 2300-1917

References

Capraro (2006), Knowledge - based radar signal and data processing : a tutorial review, IEEE Signal Proc Mag, 23, 18, doi.org/10.1109/MSP.2006.1593334 ; Jouny (1995), Radar target identification using the bispectrum : A comparative study, IEEE Trans Aerosp Electron Syst, 31, 69, doi.org/10.1109/7.366294 ; Dudczyk (2015), Fast - decision identification algorithm of emission source pattern in database, Bull Pol Tech, 63, 385. ; Melvin (2006), Knowledge - aided signal processing : a new paradigm for radar and other advanced sensors, IEEE Trans Aerosp Electron Syst, 42, 983, doi.org/10.1109/TAES.2006.248215 ; Jouny (1993), Classification of radar targets using synthetic neural networks, IEEE Trans Aerosp Electron Syst, 29, 336, doi.org/10.1109/7.210072 ; Ren (2008), Radar emitter signal classification based on mutual information and fuzzy support vector machines of the on Software Process, Proc Int Conf, 1641. ; Chen (1999), Joint time - frequency analysis for radar signal and image processing, IEEE Signal Proc Mag, 16, 81, doi.org/10.1109/79.752053 ; Breiman (1993), Hinging hyperplanes for regression classification and function approximation on Information Theory, IEEE Trans, 39, 999. ; Yang (2016), Robust radar emitter recognition based on the three - dimensional distribution feature and transfer learning, Sensors, 16, 289, doi.org/10.3390/s16030289 ; Chen (2004), Robust image segmentation using FCM with spatial constraints based on new kernel - induced distance measure on Systems Man and Cybernetics, IEEE Trans, 34, 1907. ; Kawalec (2005), Radar emitter recognition using intrapulse data of the NordSec The th Nordic Workshop on Secure IT - Systems, Proc, 444. ; Friedman (1991), Multivariate adaptive regression splines, Ann Statist, 19, 1, doi.org/10.1214/aos/1176347963 ; Chen (2002), Joint time - frequency analysis for radar signal and image processing, IEEE Signal Proc Magazine, 16, 1681. ; Shieh (2002), A vector neural network for emitter identification, IEEE Trans Ant Prop, 50, 1120, doi.org/10.1109/TAP.2002.801387 ; Aubry (2011), Cumulants - based radar specific emitter identification IEEE International Workshop on : Infrmation Forensics and, Security. ; Ales (1997), Non - linear approximation of random functions, SIAM J Appl Math, 57. ; Dudczyk (2013), Fractal features of specific emitter identification, Acta Phys Pol A, 124. ; Li (2011), Quadratic time - frequency analysis and sequential recognition for specific emitter identification, IET Signal Proc, 5, 568, doi.org/10.1049/iet-spr.2010.0070 ; Cohen (2002), On the importance of combining wavelet - based nonlinear approximation with coding strategies on Information Theory, IEEE Trans, 48, 1895. ; Dudczyk (2013), Identification of emitter sources in the aspect of their fractal features pp, Bull Pol Tech, 61. ; Roe (1990), Knowledge - based Signal Processing for Radar ESM Systems Radar and Signal Processing, IEEE Proc, 137. ; Copsey (2003), Bayesian gamma mixture model approach to radar target recognition, IEEE Trans Aerosp Electron Syst, 39, 1201, doi.org/10.1109/TAES.2003.1261122 ; Dudczyk (2016), Radar emission sources identification based on hierarchical agglomerative clustering for large data sets, Sensors, 1, doi.org/10.1155/2016/1879327 ; Dudczyk (2004), Applying the radiated emission to the radioelectronic devices identification Warsaw University of Technology in Polish, Ph. ; Zhang (2003), Fractal feature extraction of radar emitter signals Asia - Pacific Conf on Environmental Electromagnetics CEEM pp Nov China, Proc, 4, 161. ; Zhang (2001), A new feature vector using selected bispectra for signal classification with application in radar target recognition on Signal, IEEE Trans Proc, 49, 1875, doi.org/10.1109/78.942617 ; Yang (2002), On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty on Systems Man and Cybernetics - Part A : Systems and Humans, IEEE Trans, 32, 1083. ; Latombe (2010), Fast learning of grammar production probabilities in radar electronic support, IEEE Trans Aerosp Electron Syst, 46, 1262, doi.org/10.1109/TAES.2010.5545188 ; Petrov (2013), Identification of radar signals using neural network classifier with low - discrepancy optimization Congress on Evolutionary Computation, IEEE, 2658.

DOI

10.1515/bpasts-2017-0014

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