期刊文献+

Functional network and its application to extract information from chaotic communication

Functional network and its application to extract information from chaotic communication
下载PDF
导出
摘要 In chaotic communication system, the useful signal is hidden in chaotic signal, so the general method does not work well. Due to the random feature of chaotic signal, a functional networkbased method is presented. In this method, the neural functions are selected from some complete function set for the functional network to reconstruct the chaotic signal, so the useful signal hidden in chaotic background is extracted. In addition, its learning algorithm is presented here and the example proves its good preformance. In chaotic communication system, the useful signal is hidden in chaotic signal, so the general method does not work well. Due to the random feature of chaotic signal, a functional networkbased method is presented. In this method, the neural functions are selected from some complete function set for the functional network to reconstruct the chaotic signal, so the useful signal hidden in chaotic background is extracted. In addition, its learning algorithm is presented here and the example proves its good preformance.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第1期46-49,共4页 系统工程与电子技术(英文版)
关键词 neural network functional network chaotic communication extract. neural network, functional network, chaotic communication, extract.
  • 相关文献

参考文献9

  • 1Castillo E. Functional Networks. Neural Proc. Lett. ,1998, 7:151~ 159.
  • 2Castillo E. Working with Differential, Functional and Difference Equations Using Functional Networks. Appl.Math. Model, 1999, 23: 89~107.
  • 3Castillo E. Nonlinear Time Series Modeling and Prediction Using Functional Networks, Extracting Information Masked by Chaos. Phys. Lett. A., 1998, 244:71~84.
  • 4Castillo E, Gutiérrez J M A. Comparison of Functional Networks and Neural Networks. Proc. of the IASTED Inter. Conf. on Artificial Intelligence and Soft Computing,IASTED: ACTA Press. 1998, 439~442.
  • 5Brown R. Chaos and Complexity. Inter. J. of Bifurcation and Chaos, 2001, 11(1): 19~26.
  • 6Corron J. A New Approach to Communications Using Chaotic Signals. IEEE Trans. on Circuit and System,1999, 44(5): 373~382.
  • 7Sobhy I. Secure Computer Communication Using Chaotic Algorithms. Inter. J. of Bifurcation and Chaos, 2000, 10(12): 2831 ~2839.
  • 8Constantine C. Wavelet-Based In-Band Denoising Technique for Chaotic Sequences. Inter. J. of Bifurcation and Chaos, 2001, 11(2): 483~495.
  • 9Kuang-yow L. Discrete-Time Chaotic System: Applications in Secure Communications. Inter. J. of Bifurcation and Chaos, 2000, 10(9): 2193~2206.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部