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DC25_PAPER_Track12_MultiplePulsesBasedDecisionFeedback_Tan.pdf

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1、 Information Classification:General Multiple Pulses-Based Decision Feedback Equalizer(MPDFE)for PAM4 Kan Tan,Tektronix I Muhammad Saad Chughtai,Tektronix Inc.muhammad.saad.chughtai Justin Patterson,Tektronix Inc.J Information Classification:General Abstract The method that extracts multiple linear f

2、it pulse responses(LFPR)from a PAM4 pattern waveform is introduced in 1.The multiple LFPR hold more detailed information of the signal that can be used to optimize DFE taps for an enhanced DFE structure.This paper introduces this novel DFE structure called multiple pulses-based DFE(MPDFE).The MPDFE

3、is compared with the traditional DFE that is based on the single LFPR,and the Maximum-likelihood sequence estimation(MLSE)equalizers on the PAM4 signals.Author(s)Biography Kan Tan is a Principal Engineer at Tektronix.He has worked on DSP for performance scopes;signal integrity analysis such as jitte

4、r,noise,PLL and BER estimation;serial data link analysis including equalizers,channel embed/de-embed;applying machine learning to measurements;design new instruments for wideband signal generation and analysis.He holds more than 40 US patents.Co-authored a book chapter.He received a Ph.D.degree in C

5、ontrol System from University of Houston.Muhammad Saad Chughtai is a Software Design Engineer at Tektronix,specializing in designing measurement software for high-speed digital standards.With an M.S.degree in Electrical and Computer Engineering from Georgia Tech and a B.S.degree in Electrical Engine

6、ering from Lahore University of Management Sciences(LUMS),Saad brings expertise in digital signal processing,machine learning,jitter and noise analysis,and GPU computing to his work.His contributions at Tektronix drive innovation and advance the development of cutting-edge measurement software.Justi

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1. **MPDFE提出**:针对PAM4信号,传统DFE基于单一线性拟合脉冲响应(LFPR),而MPDFE利用多LFPR(每个符号独立提取)优化DFE taps,提升性能。 2. **性能对比**:MPDFE眼图垂直眼开度大于传统DFE(图12 vs 图13),且计算复杂度与传统DFE相同(𝑀×𝐿),远低于MLSE(𝑀𝐿,如𝐿=40时达1.21E24)。 3. **应用场景**:适用于高速接口(如PCIe Gen6,64GT/s,PAM4调制),解决符号间干扰问题,支持PAM8等更复杂调制。 4. **核心数据**:PCIe Gen6 DFE taps增至16个(Gen3仅1个);MLSE复杂度随𝐿指数增长,限制长信道处理。
**MPDFE优势?** **DFE如何优化?** **PAM4信号挑战?**
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