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首页> 外文期刊>IEEE Transactions on Communications >Echo cancellation in high speed data transmission systems using adaptive layered bilinear filters
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Echo cancellation in high speed data transmission systems using adaptive layered bilinear filters

机译:使用自适应分层双线性滤波器的高速数据传输系统中的回声消除

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摘要

The authors propose a layered bilinear filter structure, and study its performance in an adaptive echo cancellation framework for high speed data transmission with precoding. In their application, they mainly consider the reduced order situations where the number of coefficients used in the echo canceller is less than that in the echo path. Computer simulation results show that when the echo path shows significant nonlinearity the layered form is effective in improving the echo cancellation performance with reduced computational complexity. Using bilinear echo cancellation with a small number of coefficients, echo return loss enhancement (ERLE) over the linear case improves by about 15 dB at a signal-to-noise ratio of 30 dB.
机译:作者提出了一种分层的双线性滤波器结构,并在自适应回波消除框架中研究了其性能,该框架用于预编码的高速数据传输。在他们的应用中,他们主要考虑降阶情况,即回声消除器中使用的系数数量少于回声路径中使用的系数数量。计算机仿真结果表明,当回波路径显示出明显的非线性时,分层形式可以有效地提高回波消除性能,并降低计算复杂度。使用具有少量系数的双线性回声消除,在线性情况下,回声回波损耗增强(ERLE)在信噪比为30 dB时可提高约15 dB。

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