Robustification of noise radar detection

作者: K. Kulpa , M. Malanowski , Z. Gajo

DOI: 10.1049/IET-RSN:20070135

关键词: Pulse-Doppler radarEngineeringContinuous-wave radarGaussian noiseRadarGaussianElectronic engineeringImpulse noiseAcousticsImpulse (physics)Robustification

摘要: A study of robust detection scheme for continuous wave noise radars is presented. The probability density function (PDF) the at input radar not usually Gaussian and has heavy tails generated by impulse interferences. Although PDF interferences output correlator Gaussian, increase processing floor, thus decrease overall sensitivity. proposed robustification applied to correlator's signal increases sensitivity in presence interferences, does introduce any significant losses if purely Gaussian.

参考文章(24)
W. D. Ray, Edward J. Wegman, James G. Smith, Statistical Signal Processing Journal of the Royal Statistical Society: Series A (General). ,vol. 148, pp. 63- 63 ,(1985) , 10.2307/2981518
Edward J. Wegman, J. B. Thomas, S. C. Schwartz, Topics in Non-Gaussian Signal Processing ,(2011)
Liu Guosui, Gu Hong, Su Weimin, Development of random signal radars IEEE Transactions on Aerospace and Electronic Systems. ,vol. 35, pp. 770- 777 ,(1999) , 10.1109/7.784050
Leslie Berry, Understanding Middleton's Canonical Formula for Class a Noise IEEE Transactions on Electromagnetic Compatibility. ,vol. 23, pp. 337- 344 ,(1981) , 10.1109/TEMC.1981.303965
Konstantin A. Lukin, Noise radar with correlation receiver as the basis of car collision avoidance system 25th European Microwave Conference, 1995. ,vol. 1, pp. 506- 507 ,(1995) , 10.1109/EUMA.1995.337011
M. Shao, C.L. Nikias, Signal processing with fractional lower order moments: stable processes and their applications Proceedings of the IEEE. ,vol. 81, pp. 986- 1010 ,(1993) , 10.1109/5.231338
K. A. Lukin, Noise Radar Technology Telecommunications and Radio Engineering. ,vol. 55, pp. 9- ,(2001) , 10.1615/TELECOMRADENG.V55.I12.20