期刊文献+

宽带通信中神经网络盲均衡算法的研究

Research on the Blind Equalization Algorithm of Neural Network in Broadband Communication
下载PDF
导出
摘要 针对宽带通信中码间串扰的消除,分析了神经网络与盲均衡算法的五种结合机理,综述了前馈神经网络、递归神经网络、小波神经网络、进化神经网络和模糊神经网络等盲均衡算法的研究动态,指出了今后的研究重点。 Aiming at the problem of intersymbol interference in broadband communication elimination, the article analyzes the five kinds of combination mechanism of neural network and blind equalization algorithm. It reviews the study trends of blind equalization al- gorithm, such as the feedforward neural network, the recurrent neural network, the wavelet neural network, the evolutionary neural network and the fuzzy neural network etc, finally points out the focus of future research.
作者 张满毅
出处 《山西电子技术》 2015年第3期47-49,共3页 Shanxi Electronic Technology
关键词 宽带通信 神经网络 盲均衡算法 broadband communication neural network blind equalization algorithm
  • 相关文献

参考文献13

二级参考文献33

  • 1程海青,张立毅.基于改进目标函数的前馈神经网络盲均衡算法[J].太原理工大学学报,2006,37(S1):39-41. 被引量:8
  • 2邓拥军,杨知行,郭兴波.分数间隔采样的并行均衡新算法[J].清华大学学报(自然科学版),2005,45(1):13-16. 被引量:3
  • 3胡伟,张富堂,李世玲.基于BP神经网络的多模型估计融合算法[J].信息与电子工程,2005,3(3):197-200. 被引量:3
  • 4YANG CH, GUO Y C, ZHU J. Super-exponential iterative blind equalization algorithm based on orthogonal wavelet packet transform [J]. IEEE Communication Signal processing. 2008.3(2): 1830-1833.
  • 5PARK D CH, JUNG T K. Complex-bilinear recurrent neural network for equalization of a digital satellite channel[J]. IEEE Trans. on Neural Network, 2002, 13(3): 711-725.
  • 6JIAO L C, PAN J, FANG Y W.Multi-wavelet neural network and its approximation properties[J]. IEEE Trans. on Neural Networks, 2001, 12(5): 1060-1066.
  • 7SUNG Y J, YOON C H, JIN P B. Generalized predictive control based on self-recurrent wavelet neural network for stable path tracking of mobile robots adaptive learning rates approach[J]. IEEE Trans. on Circuits and Systems, 2006, 53(6): 1381-1394.
  • 8[3]G.Kechriotis,E.Zervas,E.S.Manolakos.Using recurrent neural network for adaptive communication channel equalization[J].IEEE Trans.On Neural Network,1994,5(2):267-278.
  • 9[4]Ku C C and Lee K Y.Diagonal recurrent neural networks for dynamic systems control[J].IEEE Trans.on Neural Networks,1995,6(1):144-156.
  • 10Cooklev T.An Efficient Architecture for Orthogonal Wavelet Transforms[J].IEEE Signal Processing Letters(S1070-9980),2006,13(2):77-79.

共引文献36

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