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Fine-Grained Modeling and Evaluation of 3-D Power Distribution Networks in Logic-on-Memory Stacking Architecture 基于内存逻辑叠加体系结构的三维配电网细粒度建模与评价
Pub Date : 2025-03-07 DOI: 10.1109/TSIPI.2025.3548965
Ang Li;Pengyu Liu;Zizheng Dong;Jinhao Li;Jianfei Jiang;Weijia Zhu;Naifeng Jing;Qin Wang
With the escalating computing power demands in artificial intelligence-generated content and other applications, the three-dimensional (3-D) stacking technology has effectively broken through the bottleneck of Moore's law and become the primary choice for high-performance chip packaging technology. Especially in the logic-on-memory (LoM) scenario with strong industrial feasibility, the 3-D stacking process fully leverages its advantages of extremely high interconnection density and low communication delay, making it well-suited for addressing the bandwidth expansion challenges under the “memory wall” bottleneck. Nevertheless, the heightened integration level and reduced power consumption requirements of the LoM architecture have introduced significant challenges to the power supply of stacking chips. Current EDA tools lack the capability to rapidly and effectively explore the optimal design of LoM power distribution networks (PDNs), and existing SPICE-type 3-D PDN analysis models often encounter challenges with oversimplified modeling approach and idealized power analysis, rendering them unsuitable for LoM structures, such as near-memory computing and high-bandwidth processors in computing/memory stacking scenarios. In this work, we propose for the first time a fine-grained 3-D PDN analysis modeling approach designed for LoM stacking architecture. Our modeling method comprehensively accounts for the power supply characteristics within the stacking architectures, and implements fine-grained segmentation and modeling of the full-chip PDN based on the estimated area, power consumption, and backend-of-line dimensions, allowing for rapid and accurate evaluation of power integrity (PI) across different PDN design schemes before the physical design stage. Furthermore, we explore the optimal 3-D LoM PDN design across various physical design spaces, including multilayer PDN connection schemes, metal layer configuration, and through-silicon via placement density. The final analysis result is applied to guide the practical physical design of the LoM PDN, highlighting the significance of our modeling approach in 3-D chip PI analysis and 3-D PDN design optimization.
随着人工智能生成内容等应用对计算能力需求的不断提升,三维(3-D)堆叠技术有效突破了摩尔定律的瓶颈,成为高性能芯片封装技术的首选。特别是在具有较强工业可行性的LoM场景中,3d堆叠工艺充分发挥了极高互连密度和低通信延迟的优势,非常适合解决“内存墙”瓶颈下的带宽扩展挑战。然而,LoM架构的集成度提高和功耗要求降低给堆叠芯片的供电带来了重大挑战。现有的EDA工具缺乏快速有效地探索LoM配电网络(PDN)优化设计的能力,现有的SPICE-type 3-D PDN分析模型经常遇到建模方法过于简化和理想化的功率分析的挑战,使得它们不适合LoM结构,例如计算/内存堆叠场景中的近内存计算和高带宽处理器。在这项工作中,我们首次提出了一种为LoM堆叠架构设计的细粒度3-D PDN分析建模方法。我们的建模方法全面考虑了堆叠架构内的电源特性,并基于估计的面积、功耗和后端尺寸实现了全芯片PDN的细粒度分割和建模,从而可以在物理设计阶段之前快速准确地评估不同PDN设计方案的功率完整性(PI)。此外,我们探索了各种物理设计空间的最佳3-D LoM PDN设计,包括多层PDN连接方案,金属层配置和通硅孔放置密度。最后的分析结果用于指导LoM PDN的实际物理设计,突出了我们的建模方法在三维芯片PI分析和三维PDN设计优化中的意义。
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引用次数: 0
Analytical Modeling of Eye Diagram for Jitter Estimation in Presence of Ground Bounce 眼图分析建模用于地面反弹情况下的抖动估计
Pub Date : 2025-02-25 DOI: 10.1109/TSIPI.2025.3545383
Anuj Kumar;Jai Narayan Tripathi
This work presents an analytical model for an eye diagram to estimate jitter. The contribution is embodied in the development of a specialised analytical model to accurately estimate jitter caused by ground-bounce noise in complementary metal-oxide-semiconductor inverter circuits. This work is highly relevant in the area of high-speed very large-scale integrated circuit design as it provides significant theoretical contributions for the estimation of jitter and assessment of signal quality using eye diagrams. The input–output relationship has been utilized to derive rising transition edges. Building upon this derivation, analytical equations have been developed to predict jitter for output transitions considering falling ramp inputs in the inverter. The eye diagram model is illustrated after integrating the rising transition edges concurrent with the falling transition edges. The robust analytical framework yields consistent results, aligning closely with simulated predictions and the physical measurements using HEX inverter ICs provide validation to the proposed modeling. The comprehensive study affirms notable accuracy in the comparison of analytical, simulated, and experimental findings.
本文提出了一种用于眼图估计抖动的分析模型。这一贡献体现在一个专门的分析模型的发展,以准确地估计由互补金属氧化物半导体逆变电路中的地面反射噪声引起的抖动。这项工作在高速大规模集成电路设计领域具有重要意义,因为它为使用眼图估计抖动和评估信号质量提供了重要的理论贡献。利用投入产出关系推导上升过渡边。在此推导的基础上,已经开发了分析方程来预测考虑逆变器中下降斜坡输入的输出转换的抖动。对上升过渡边和下降过渡边进行积分,得到眼图模型。稳健的分析框架产生一致的结果,与模拟预测和使用HEX逆变器ic的物理测量密切一致,为提出的建模提供验证。综合研究肯定了分析、模拟和实验结果比较的显著准确性。
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引用次数: 0
IEEE Electromagnetic Compatibility Society Information IEEE电磁兼容协会信息
Pub Date : 2025-01-27 DOI: 10.1109/TSIPI.2025.3533060
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引用次数: 0
2024 Index IEEE Transactions on Signal and Power Integrity Vol. 3 IEEE信号与电源完整性学报第3卷
Pub Date : 2025-01-27 DOI: 10.1109/TSIPI.2025.3534910
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引用次数: 0
Accurate and Broadband Three-Phase Motor Modeling Methodology Based on Vector Fitting 基于矢量拟合的精确宽带三相电机建模方法
Pub Date : 2025-01-20 DOI: 10.1109/TSIPI.2025.3531840
Junyong Park;Yuandong Guo;Hongseok Kim;Jun Fan;DongHyun Kim
An accurate and broadband modeling methodology for a typical permanent magnet synchronous motor (PMSM) in a vehicular three-phase braking system is proposed for the first time to improve the accuracy of induced electromagnetic interference (EMI) in three-phase motor systems. The proposed model is verified by measurement from dc to 120 MHz both in common- and differential-mode current measurement of the three-phase motor under study. The proposed model can be used in analysis and prediction of the electromagnetic noise of the motor-drive braking system. The model can also be incorporated into frequency- and time-domain simulations. The modeling approach is based on the vector fitting technique of measured three-phase motor impedance and S-parameter, where the three-phase PMSM is modeled as a multiport device. In addition, the proposed modeling method for the PMSM can be used for different types of three-phase motors for EMI simulations and analysis.
为提高汽车三相制动系统中典型永磁同步电机(PMSM)的感应电磁干扰(EMI)的精度,首次提出了一种精确的宽带建模方法。通过对所研究的三相电机在直流至120 MHz范围内的共模和差模电流测量,验证了所提出的模型。该模型可用于电机驱动制动系统电磁噪声的分析和预测。该模型也可用于频域和时域仿真。该建模方法基于实测三相电机阻抗和s参数的矢量拟合技术,将三相永磁同步电机建模为多端口器件。此外,所提出的永磁同步电机建模方法可用于不同类型三相电机的电磁干扰仿真和分析。
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引用次数: 0
System-Level Application of the Z-Directed Component (ZDC) for Power Integrity z向组件(ZDC)在电源完整性中的系统级应用
Pub Date : 2025-01-08 DOI: 10.1109/TSIPI.2025.3527436
Pranay Vuppunutala;Xiaolu Zhu;Junyong Park;Keith B. Hardin;Zachary C. N. Kratzer;John T. Fessler;Biyao Zhao;Siqi Bai
The design of the power distribution network (PDN) involves the careful placement of several decoupling capacitors around the integrated circuits (ICs) to mitigate the noise inherent with switching. A new technology capacitor, Z-directed component (ZDC), can target printed circuit board (PCB) component locations at the package balls of the IC through the PCB. A commercially available PCB PDN design, using a conventional surface mount technology (SMT) decoupling solution, was analyzed utilizing a commercially available simulation-based tool and validated by impedance measurements. The ZDC PDN performance in the system was predicted by substituting a ZDC capacitor model for selected SMT capacitors. The validation was carried out using two-port PDN measurements on the PCB. Finally, an equivalent circuit model is developed using cavity model and plane-pair partial element equivalent circuit techniques to represent the physics associated with current paths from all the decoupling capacitors to the IC. The simulation results from a commercial tool are corroborated with both the measurements and an equivalent circuit model. It is demonstrated that opting for ZDC as a decoupling solution can deliver significantly lower impedances as compared to the SMT solution for this design. Thus, the ZDC approach is a promising decoupling solution for future power integrity applications, enhancing the power integrity performance of the system, facilitating the use of cost-effective lower layer count PCBs for much higher speeds than adopting an SMT strategy.
配电网络(PDN)的设计涉及在集成电路(ic)周围精心放置几个去耦电容器,以减轻开关固有的噪声。一种新技术电容器,z向元件(ZDC),可以通过PCB瞄准IC封装球上的印刷电路板(PCB)元件位置。采用传统表面贴装技术(SMT)去耦解决方案的市售PCB PDN设计,利用市售仿真工具进行了分析,并通过阻抗测量进行了验证。通过将ZDC电容模型代入SMT电容,预测了系统中ZDC PDN的性能。验证是使用PCB上的双端口PDN测量进行的。最后,利用空腔模型和平面对部分单元等效电路技术建立了等效电路模型,以表示与从所有去耦电容器到集成电路的电流路径相关的物理特性。商业工具的仿真结果与测量和等效电路模型都得到了证实。结果表明,与此设计的SMT解决方案相比,选择ZDC作为去耦解决方案可以提供显着降低的阻抗。因此,对于未来的电源完整性应用,ZDC方法是一种很有前途的解耦解决方案,增强了系统的电源完整性性能,与采用SMT策略相比,有助于使用具有成本效益的低层计数pcb,实现更高的速度。
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引用次数: 0
Multilayer Ceramic Capacitor Source Model Application in Acoustic Noise Prediction 多层陶瓷电容源模型在噪声预测中的应用
Pub Date : 2025-01-08 DOI: 10.1109/TSIPI.2025.3527437
Yifan Ding;Jianmin Zhang;Ming-Feng Xue;Xin Hua;Benjamin Leung;Eric A. MacIntosh;Chulsoon Hwang
In this article, a multiphysics modeling methodology is presented for predicting the acoustic noise induced by a multilayer ceramic capacitor (MLCC) in mobile electronic devices. The modeling process involves using a prescribed methodology to extract the equivalent source at the resonance frequencies of a printed circuit board (PCB) and then deriving the broadband source multiphysics electrical input mechanical output (EIMO) model. Subsequently, the obtained EIMO model is integrated into PCB vibration simulations, and the resulting vibration data are used for acoustic simulations. The predicted A-weighted sound pressure level excited by the MLCC EIMO model accurately represented the acoustic noise generated by a tested MLCC, achieving a correlation with measurements of 2 dB difference at resonant modes. This approach offers insights into mitigating MLCC-induced acoustic noise in electronic systems and facilitates more effective design strategies.
本文提出了一种多物理场建模方法,用于预测移动电子设备中多层陶瓷电容器(MLCC)引起的噪声。建模过程包括使用规定的方法提取印刷电路板(PCB)谐振频率下的等效源,然后推导宽带源多物理场电输入机械输出(EIMO)模型。然后,将得到的EIMO模型集成到PCB振动仿真中,并将得到的振动数据用于声学仿真。由MLCC EIMO模型激发的预测a加权声压级准确地代表了被测MLCC产生的噪声,与谐振模式下测量的2 dB差值实现了相关性。该方法为减轻电子系统中mlcc引起的噪声提供了见解,并促进了更有效的设计策略。
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引用次数: 0
Analytic Method of Fast Eye-Diagram Index for Multiple Coupled Lines in DDR DDR中多耦合线快速眼图索引的解析方法
Pub Date : 2024-12-23 DOI: 10.1109/TSIPI.2024.3507712
Kai Li;Chiu-Chih Chou;Wei-Da Kuo;Hao-Hsiang Chuang;Hsin-Chan Hsieh;Ruey-Beei Wu
Double data rate (DDR) memory interface is used in an increasing number of electronic products to increase the efficiency of memory access. Factors such as signal propagation delay, reflection, and crosstalk need to be considered for signal integrity design. This study derives the transfer function of a single transmission line under mismatched boundary conditions and extends it to multiple coupled transmission lines. By utilizing inverse Fourier transform, the pulse responses are obtained and, based on peak distortion analysis, the worst-case eye height and eye width are quickly extracted, saving time in the simulation and achieving high accuracy for the design of high-speed DDR memory interface.
双数据速率(DDR)存储器接口被越来越多的电子产品所采用,以提高存储器访问的效率。信号完整性设计需要考虑信号传播延迟、反射和串扰等因素。本文导出了非匹配边界条件下的单线传递函数,并将其推广到多路耦合传输线。利用傅里叶反变换获得脉冲响应,在峰值失真分析的基础上,快速提取出最坏情况下的眼高和眼宽,节省了仿真时间,为高速DDR存储接口的设计提供了较高的精度。
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引用次数: 0
Planar Balanced Full-Passband Linear-Phase Dual-Port Absorptive Filter Based on Negative Group Delay Equalized Compensation 基于负群延迟均衡补偿的平面平衡全通带线性相位双端口吸收滤波器
Pub Date : 2024-12-04 DOI: 10.1109/TSIPI.2024.3511497
Shipeng Zhao;Zhongbao Wang;Hongmei Liu;Shaojun Fang
In this article, a novel planar balanced full-passband linear-phase dual-port absorptive filter is presented for the application of signal integrity in balanced systems. To absorb out-of-band reflected wave energy to prevent it from damaging the performance of neighboring active nonlinear circuits, the reflectionless characteristic of the dual-port absorptive filter is realized by loading absorptive networks at both the input and output ports. Negative group delay (NGD) equalized circuits are employed to compensate for salient group delay on both the edges of the passband achieving full-passband linear-phase characteristics. In order to solve the impedance mismatch problem caused by absorption networks and NGD equalized circuits, a quarter-wavelength impedance transformer is introduced to provide good matching characteristics. To verify the design concept, a conventional two-order balanced filter is improved into a full-passband linear-phase dual-port absorptive prototype, which is manufactured and measured with a center frequency of 2.45 GHz.
为了保证平衡系统的信号完整性,本文提出了一种新型的平面平衡全通带线性相位双端口吸收滤波器。为了吸收带外反射波能量以防止其破坏相邻有源非线性电路的性能,双端口吸收滤波器通过在输入和输出端口加载吸收网络来实现无反射特性。采用负群延迟均衡电路补偿通带两端的显著群延迟,实现全通带线性相位特性。为了解决吸收网络和NGD均衡电路造成的阻抗失配问题,引入了1 / 4波长阻抗互感器,提供了良好的匹配特性。为了验证设计理念,将传统的二阶平衡滤波器改进为全通带线性相位双端口吸收滤波器样机,并以2.45 GHz的中心频率进行了制造和测量。
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引用次数: 0
High Signal Integrity Interconnects Embedded With Metasurface for Far-End Crosstalk Reduction and High-Speed Data Transfer 用于远端串扰减少和高速数据传输的嵌入超表面的高信号完整性互连
Pub Date : 2024-12-02 DOI: 10.1109/TSIPI.2024.3509800
Yingcong Zhang;Guoan Wang
This article proposes a novel structure of coupled line with embedded metasurface aimed at mitigating far-end crosstalk (FEXT) in high-speed data transmission. The square loop metasurface structure is implemented under the coupled line to increase the mutual capacitance between signal traces, thereby mitigating FEXT in the coupled line. The capacitance and the inductance matrices of both conventional coupled line and the proposed metasurface-embedded structure are extracted with numerical equations from the simulations and applied to the equivalent circuit model to comprehensively analyze and accurately evaluate the proposed structure. To validate the design efficacy of the proposed concept, prototypes of conventional and the proposed coupled line structure are implemented on a FR-4 printed circuit board, and their performance in both frequency domain and time domain are measured and compared. Compared to conventional coupled line, experimental results demonstrate that the proposed metasurface embedded coupled line structure significantly enhances the FEXT performance while ensuring robust high-speed signal propagation along the signal traces. Specifically, FEXT is reduced by 8.2 dB within the frequency range of 1–12 GHz, and with the largest improvement of 42.84 dB at 10.9 GHz. This superior FEXT performance coupled with ultra-low latency underscores the significant potential of the proposed metasurface embedded coupled line structure for application in miniaturized high-speed systems.
本文提出了一种带有嵌入式元表面的新型耦合线路结构,旨在减轻高速数据传输中的远端串扰(FEXT)。耦合线下的方形环形元表面结构可增加信号线之间的相互电容,从而减轻耦合线中的 FEXT。通过数值方程从仿真中提取了传统耦合线路和建议的元表面嵌入结构的电容和电感矩阵,并将其应用于等效电路模型,从而全面分析和准确评估了建议的结构。为了验证所提概念的设计效果,在 FR-4 印刷电路板上实现了传统耦合线结构和所提耦合线结构的原型,并对它们在频域和时域的性能进行了测量和比较。实验结果表明,与传统耦合线路相比,所提出的元表面嵌入式耦合线路结构在确保信号沿信号迹线稳健高速传播的同时,显著提高了 FEXT 性能。具体来说,在 1-12 GHz 频率范围内,FEXT 降低了 8.2 dB,在 10.9 GHz 频率范围内,FEXT 的最大改善幅度为 42.84 dB。卓越的 FEXT 性能和超低的延迟凸显了所提出的元表面嵌入式耦合线路结构在小型化高速系统中的巨大应用潜力。
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引用次数: 0
期刊
IEEE Transactions on Signal and Power Integrity
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