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DC25_SLIDES_TRACK2_ModelingAndStudyOfNonLinearity_Bhardwaj_V4.pdf

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1、Information Classification:GeneralWelcome to ConferenceJanuary 2830,2025Santa Clara Convention Center1ExpoJanuary 2930,2025 Information Classification:GeneralModeling and Study of Non-Linearity in Double Data Rate(DDR)Memory LinksKanupriya Bhardwaj,AMD2Information Classification:GeneralImageSPEAKERK

2、anupriya BhardwajSenior Member of Technical Staff,AMDKanupriya.BKanupriya Bhardwaj received the B.Tech.and M.Tech.degrees in Electrical Engineering from IIT Kharagpur,India,in 2007,and Ph.D.from Stanford University in 2013.She has since worked at Intel and Altera and is currently at AMD,working on p

3、erformance modeling of links.3Information Classification:General Motivation DDR Signals and Linearity Metrics Proposed Methodology Characterizing Link Performance Application to LTI based Tools ConclusionOUTLINE4Information Classification:General Server DDR entails multiple parallel,area-optimized l

4、anes Focus has been towards signal integrity(SI)related optimizations Accurate modeling of other channel impairments is also important Studying Non-Linearity(NL)in DDR Links is the goal of this work Feedback to design Realistic Link Margin analysis Improved correlation with Post-SiMOTIVATION55thGen

5、AMD EPYC processorsSource:https:/ Classification:General Swing is entirely dependent on the DB/DRAM supply Ron/Rtt ratio determines the swing and reflections For Ron=Rtt,Vdd=1V o Swing=0.5V o Common Mode Voltage(VCM)of 0.75V DDR SIGNAL VOLTAGE PROFILE6=+=+2 +Information Classification:General Signal

6、 from Tx Driver passes through the physical channel Interacts with the Rx Analog Front End(AFE)where single ended to differential conversion takes placeSIGNAL PATH IN A DDR LINK7AFECTLE=Continuous time Linear EqualizerVGA=Variable Gain AmplifierInformation Classification:General More pronounced redu

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1. **研究目标**:分析服务器DDR内存链路中的非线性(NL)对性能的影响,传统线性时不变(LTI)工具无法准确捕捉NL导致的margin损失。 2. **核心方法**:提出基于瞬态仿真的线性最佳拟合(LBF)模型,通过高阶增益拟合(如6阶)逼近非线性响应,量化margin损失(如眼高降低8mV)。 3. **关键数据**:NL导致眼高/眼宽随AFE增益增加而显著下降(如高增益下margin损失更明显),PRBS-11输入可准确表征DDR信号特性。 4. **应用价值**:为LTI工具提供两种间接NL修正方法(矩形掩码/LBF),提升链路性能预算与设计反馈准确性。
DDR非线性影响? 如何建模DDR非线性? DDR线性度如何分析?
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