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Evolving ADSL Channel Equalizer

Evolving ADSL Channel Equalizer
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摘要 The time domain equalizer of ADSL Channel plays an important role in whole receiving process to high speed bit streams. In this paper, a novel ADSL channel equalization method based on evolutionary algorithm is proposed, in which we establish the equalizer through the method of channel identification.The proposed method is capable of simultaneously evolving both coefficients and the ranks of the equalizer and therefore it can be applied to different characteristics of loops. Experimental results show our method has better performance (short search time and high modeling precision). The time domain equalizer of ADSL Channel plays an important role in whole receiving process to high speed bit streams. In this paper, a novel ADSL channel equalization method based on evolutionary algorithm is proposed, in which we establish the equalizer through the method of channel identification.The proposed method is capable of simultaneously evolving both coefficients and the ranks of the equalizer and therefore it can be applied to different characteristics of loops. Experimental results show our method has better performance (short search time and high modeling precision).
出处 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 1997年第2期63-67,共5页 中国邮电高校学报(英文版)
关键词 ADSL channel equalization and evolutionary algorithm ADSL, channel equalization and evolutionary algorithm
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