| 一种结构自适应的非线性信道神经网络均衡器 |
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| 引用本文： | 何培宇,王永德.一种结构自适应的非线性信道神经网络均衡器[J].四川大学学报(自然科学版),1996,33(4):405-409. |
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| 作者姓名： | 何培宇 王永德 |
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| 摘 要： | 针对非线民生信道提供了一种判决反馈神经网络自适应均衡器结构自适应方法，经自适应优化了结构，既可以以最少的参数保持较好的均衡性能，又可以显著降低运算量，从而极大地提高处理速度，模拟结果表明，该均衡器切实可行，特别适用于高速数传。
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| 关 键 词： | 结构自适应 神经网络 非线性信道 均衡器 |
A NEURAL NETWORK EQUALIZER WITH SELF ADJUSTING STRUCTURE FOR NON LINEAR CHANNELS |
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| He,Peiyu Wang,Yongde.A NEURAL NETWORK EQUALIZER WITH SELF ADJUSTING STRUCTURE FOR NON LINEAR CHANNELS[J].Journal of Sichuan University (Natural Science Edition),1996,33(4):405-409. |
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| Authors: | He Peiyu Wang Yongde |
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| Institution: | Department of Radio Electronics |
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| Abstract: | A new method for self adjusting structure of the adaptive forword neural network equalizer with decision feedback is proposed for non linear channels.The optimized structure not only keeps the superior performances with the least amount of parameters,but also reduces the amount of calculation and increases the speed of signal processing significantly.It is shown by simulations that the proposed equalizer is specially useful for the high speed data transmission. |
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| Keywords: | structure adaption parameter adaption neural networks non linear channel equalization |
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