Feature extraction using surrounding-line integral bispectrum for radar emitter signal

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2008, Pages 294-298

  Chen, Tao Wei ^a   Jin, Wei Dong ^a   Li, Jie ^b  

^a SOUTHWEST JIAOTONG UNIVERSITY   (China)

^b YUNNAN UNIVERSITY OF FINANCE AND ECONOMICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; ENTROPY; MODULATION; NEURAL NETWORKS; RADAR; RADAR EQUIPMENT; RADAR TRANSMITTERS;

BISPECTRA; BISPECTRUM; DEINTERLEAVING; INDUCED SIGNALS; LINE INTEGRALS; PERSISTENT FEATURES; PULSE SIGNALS; QUANTITATIVE FEATURES; RADAR EMITTER SIGNALS; RADAR EMITTERS; SPECIFIC EMITTER IDENTIFICATIONS; WAVEFORM ENTROPIES;

FEATURE EXTRACTION;

EID: 56349164729     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4633806     Document Type: Conference Paper

References (20)

1. nd ed. Norwood, MA: Artch House, 1993.
2. Kawalec A, Owczarek R, "Radar emitter recognition using intra-pulse data", Proceedings of 15th International Conference on Microwaves, Radar and Wireless Communications, 2004, pp.435-438.
3. Zhang Guo-zhu, Huang Ke-sheng et al, "emitter feature extract method based on signal envelope", systems engineering and electronics, Vol. 28,No 6 Jan 2006, pp795-798.
4. J. Liu, S.W. Gao, Z.Q. Luo, T.N. Davidson, and J.P.Y. Lee, "The Minimum Description Length Criterion Applied to Emitter Number Detection and Pulse Classification," Proc. IEEE Workshop Statistical Signal and Array Processing, 1998, pp. 172-175.
5. Zhou, Y., and Lee, J.A "minimum description length emitter number detection approach for intra-pulse analysis", In Proceedings of the 1999 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing(PACRIM'99), Victoria, BC, Canada, Mar. 1999, pp548-551.
6. Kenneth I. Talbot, Paul R. Duley, Martin H. Hyatt, "Specific emitter identification and verification", 2003, http://www.google.com.
7. Cosart, L.D., Peregrino, L., Tambe, A., "Time domain, analysis and its practical application to the measurement of phase noise and jitter," IEEE Tansactions on Instrumentation and Measurement, Vol,46. No,4. August 1997, pp. 1016-1019.
8. Ali Hajimiri, Thomas H. Lee, "A General Theory of Phase Noise in Electrical Oscillators," IEEE Journal of Solid-State Circuits, vol.33, No.2, February. 1998, pp.179-194.
9. Thomas L. Breault, "The Effects of Crystal Oscillator Phase Noise on Radar System,", 2004, http://www.fei-zyfer.com.
10. Angelo Brambilla, "Method for Simulating Phase Noise in Oscillator," IEEE Transactions on circuits and system-I: Fundamental Theory and Applications, Vol.48, No.11, 2001, pp.1318-1325.
11. Taub and Shilling, Principles of Communication Systems. New York: McGraw-Hill, 1971
12. Wenndt S, Shamsunder S, "Bispectrum Features for Robust Speaker Identification," IEEE Int Conf Acoustics Speech Signal Process, February 1997, pp.1095-1098.
13. Nikias C. L, Petropulu A. P, high-order spectra analysis - a nonlinear signal process framework. Englewood cliffs, NJ: Prentice-Hall, 1993.
14. Yang Xiang, S.K. Tso, "Detection and classificaiton of flaws in concrete structure using bispectra and neural network," NDT&E International, 2002, pp 19-27.
15. Cai Zhong-wei, Li Jian-dong, "study of transmitter individual identification based on the bispetra," Journal on communications, Vol,28, No.2, February 2006, pp75-79.
16. C.L. Nikias, J. M Mendel, "Signal processing with high-order spectra," IEEE Signal Process, Vol. 10, No. 3, 1993, pp.16-37.
17. J.M. Mendel, "Tutorial on higher-order statistics in signal processing and system theory: theoretical results and some applications," Proc IEEE, Vol.79, No.3, pp.278-280
18. Bingnan Pei, Zheng Bao, Mengdao Xing, "Logarithm bispectrum based approach to radar range profile for automatic target recognition," The Journal of the pattern recognition, Vol. 35, 2002, pp2643-2651.
19. nd ed. Beijing: Tsinghua university press, 2002.
20. Liu Zheng, Zhang Shou-hong, "The least waverfbrm entropy method of motion compensation for hopped-frequency ISAR imaging," Journal of XIDIAN university, Vol.27, No.6, Dec 2000, pp.691-695.