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Volume 25 Issue 8
Aug.  2003
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Wei Yinsheng, Liu Yongtan . Maximum sidelobe suppression for quasi-random step frequency signal and its neural network implementation[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1035-1041.
Citation: Wei Yinsheng, Liu Yongtan . Maximum sidelobe suppression for quasi-random step frequency signal and its neural network implementation[J]. Journal of Electronics & Information Technology, 2003, 25(8): 1035-1041.

Maximum sidelobe suppression for quasi-random step frequency signal and its neural network implementation

  • Received Date: 2002-01-17
  • Rev Recd Date: 2002-12-25
  • Publish Date: 2003-08-19
  • Operating in the heavy congested SW band, HF radars use a quasi-random step frequency signal to avoid the interference bands. However, the sidelobe of this signal after matching processing is very high, thus would greatly debase the radars performance. In this paper, a range sidelobe processing technique is proposed on a basis of delicate signal analysis and a NN based algorithm is applied to realize the optimization computing. Simulation re-sults demonstrate this method could successfully suppress the maximum sidelobe with good numerical stability.
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  • R.H. Khan, P. K. Mitchell, Waveform analysis for high-frequency FMICW radar, IEE Proc-F,1991, 128(5), 411-419.[2]Shen Yiying, Liu Yongtan, Step pulse train design for high resolution range imaging with Doppler resolution processing, Chinese Journal of Electronics, 1999, 8(2), 196-199.[3]V.M. Kutuzov.[J].Synthesis of non-regular multitone signals and algorithms of their processing,ICSP96, Beijing.1996,:-[4]S.D. Green, S. P. Kingsley, Improving the range/time sidelobes of large bandwidth discontinuous spectra HF radar waveforms, IEE Conference Publication Proceedings of the 7th International Conference on HF Radio Systems and Techniques, London, 1997, 246-250.[5]G.S. Gill, Step frequency waveform design and processing for detection of moving targets in clutter, IEEE 1995 International Radar Conference, Alexandria 1995, 573-578.[6]Wei Yinsheng, Liu Yongtan, New anti-jamming waveform designing and processing for HF radar,CIE Internal Conference on Radar Proceedings, Beijing, 2001, 281-284.[7]B.M. Zrnic, A. J. Zejak, A. Petrovii, Pulse compression radar: self-clutter suppression using modified RLS algorithm, International Conference on Telecommunications in Modern Satellite,Cable and Broadcasting Services, Yugoslavia, 1999. Vol.2,363-366.[8]焦李成,神经网络系统理论,西安,西安电子科技大学出版社,1995,59-67.
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