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IEEE Electromagnetic Compatibility Society Information 电气和电子工程师学会电磁兼容性协会信息
Pub Date : 2023-12-21 DOI: 10.1109/TSIPI.2023.3343021
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引用次数: 0
Characterization of a Microstrip Line Referenced to a Meshed Return Plane Using 2-D Analysis 使用二维分析法确定以网格回波平面为基准的微带线的特性
Pub Date : 2023-12-05 DOI: 10.1109/TSIPI.2023.3339445
Ze Sun;Jian Liu;Xiaoyan Xiong;DongHyun Kim;Daryl Beetner;Victor Khilkevich
Transmission lines with meshed return planes offer enhanced flexibility but can introduce signal integrity challenges. Characterizing such transmission lines using full-wave simulation is accurate but time and resource intensive. In response, an efficient modeling method using 2-D analysis is proposed in this article. First, cross sections of the transmission line are taken at multiple locations to create a sampled representation of the changing geometry. The per-unit-length (PUL) RLGC parameters of each segment are obtained using 2-D analysis. The value of the inductance obtained from the 2-D analysis is then modified to account for the position-dependent current direction on the return plane. Finally, the segments are cascaded together to obtain the $S$-parameters of the transmission line. The results obtained using this method closely align with those from 3-D full-wave simulations, demonstrating the effectiveness and efficiency of the proposed approach.
带有网状回波平面的传输线具有更高的灵活性,但也会带来信号完整性方面的挑战。使用全波仿真对此类传输线进行特征描述虽然准确,但需要耗费大量时间和资源。为此,本文提出了一种使用二维分析的高效建模方法。首先,在多个位置截取传输线的横截面,对不断变化的几何形状进行采样。利用二维分析法获得每个线段的单位长度 (PUL) RLGC 参数。然后修改从二维分析中获得的电感值,以考虑回流平面上与位置相关的电流方向。最后,将各段级联在一起,得到传输线的 $S$ 参数。使用这种方法得到的结果与三维全波模拟的结果非常吻合,证明了建议方法的有效性和效率。
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引用次数: 0
Using Neural Networks for Far-End Crosstalk Compensation in High-Speed MIMO Channels 在高速多输入多输出信道中使用神经网络进行远端串音补偿
Pub Date : 2023-11-22 DOI: 10.1109/TSIPI.2023.3335330
Joshua A. Rosenau;Aldo W. Morales;Sedig S. Agili;Truong X. Tran
Compared to differential signaling, single-ended signaling is significantly more susceptible to far-end crosstalk; however, single-ended communication is still the preferred data transfer method to use in high-density applications, such as in double data rate (DDR) systems. It has been shown that for loosely coupled single-ended transmission lines, far-end crosstalk (FEXT) on a victim line is proportional to a scaled negative derivative of the far-end signal on the aggressor line; thus, a variety of crosstalk derivative cancelation techniques have been developed. However, when channels are tightly coupled, the derivative cancelation method fails, thus preventing its use at higher data rates. In this article, we examine the derivative-based crosstalk-cancelation technique, and then provide reasons as to why it fails at higher data rates and develop a rule establishing when it can be used. We also propose the use of a time delay neural network crosstalk canceler (NNXC) to cancel FEXT. The proposed crosstalk canceler can operate at significantly higher data rates than cancelers using the derivative-based method. The NNXC can also be used in systems with multiple tightly spaced channels, which is not possible using the derivative method. Furthermore, when a clock signal is available, such as in DDR systems, it can be used as part of the network's training sequence–––significantly improving the performance of the NNXC in reducing far-end crosstalk. Several simulations are shown depicting the superior performance of the NNXC canceler, including in a realistic DDR5 channel with tightly coupled lines.
与差分信号相比,单端信号明显更容易受到远端串扰的影响;然而,单端通信仍然是高密度应用(如双数据速率(DDR)系统)中首选的数据传输方式。研究表明,对于松散耦合的单端传输线,受害线路上的远端串扰(ext)与攻击线路上远端信号的比例负导数成正比;因此,各种串声导数消除技术被开发出来。然而,当信道紧密耦合时,导数抵消方法失败,从而阻止其在更高的数据速率下使用。在本文中,我们研究了基于导数的串扰消除技术,然后提供了它在更高数据速率下失败的原因,并制定了一个规则来确定何时可以使用它。我们还建议使用延时神经网络串扰消除器(NNXC)来消除ext。所提出的串扰消除器可以比使用基于导数的方法的消除器以更高的数据速率运行。NNXC还可以用于具有多个紧密间隔通道的系统,这是使用导数方法无法实现的。此外,当时钟信号可用时,例如在DDR系统中,它可以用作网络训练序列的一部分-显着提高NNXC在减少远端串扰方面的性能。几个模拟显示了NNXC消去器的优越性能,包括在具有紧密耦合线的现实DDR5通道中。
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引用次数: 0
Theory-Based Contour Plot Analysis for Optimized Power Delivery Network Noise Absorber 基于理论的优化输电网消声器轮廓图分析
Pub Date : 2023-10-25 DOI: 10.1109/TSIPI.2023.3327228
Li-Ching Huang;Tzong-Lin Wu
Recently, a novel power delivery network (PDN) noise absorber with low |S21| is proposed to match the radial port impedance of the incident cylindrical wave, thus preventing high-frequency power noise transmission and further avoiding the cavity resonances at the noise source end. Despite the excellent performance, no analytical formulas can quantify the improvements, and an optimized solution derived more scientifically to minimize power noises is expected. Therefore, this article dives into the cylindrical wave theory and constructs a contour-plot-based methodology for designing the optimized PDN noise absorbers. To validate the proposed method, parallel plates with a ring of optimized PDN noise absorbers are implemented, leading to 6.2% lower self impedance and up to 45.6% lower transfer impedance at 5.5 GHz when compared with the previous fully-matched absorbers’ case. All the measured results agree well with the theory and full-wave simulated results.
最近,提出了一种低|S21|的新型电力输送网络(PDN)吸声器,以匹配入射圆柱波的径向端口阻抗,从而防止高频功率噪声传输,进一步避免噪声源端腔谐振。尽管性能优异,但没有解析公式可以量化改进,并且期望得到更科学的优化解决方案,以最小化功率噪声。因此,本文深入研究圆柱波理论,构建了一种基于等值线图的PDN吸声器优化设计方法。为了验证所提出的方法,实现了带有优化PDN吸声环的平行板,与之前完全匹配的吸声环相比,在5.5 GHz下,自阻抗降低了6.2%,传递阻抗降低了45.6%。实测结果与理论和全波模拟结果吻合较好。
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引用次数: 0
Method for Transient Behavior Modeling of a Multiphase Voltage Regulator Module for End-to-End Power Integrity Simulation 端到端电源完整性仿真中多相稳压器模块暂态行为建模方法
Pub Date : 2023-10-25 DOI: 10.1109/TSIPI.2023.3327233
Junho Joo;Hanyu Zhang;Hanfeng Wang;Zhigang Liang;Lihui Cao;Jan S. Rentmeister;Chulsoon Hwang
Accurate end-to-end power integrity simulations require models that include every component in the power distribution network, including voltage regulator modules (VRMs) and on-die capacitors. However, including VRMs in power integrity simulations has been challenging, because power electronic simulation tools are not compatible with typical power integrity simulation tools, and encrypted VRM models for SPICE tools are typically not sufficiently accurate to capture the non-linear behaviors under various load conditions. Herein, a SPICE-compatible behavior modeling method is proposed, which is applied and validated for a practical multiphase VRM in a mobile platform. The simulation model adequately captures the control loops of the VRM, such as single-voltage and multiple current feedback loops. By combining the parameter-based equations from the voltage and current feedback networks, the model reproduces pulse-width and pulse-frequency modulation-based VRM operations. For validation of the behavior model, the design parameters are determined through a two-step process. Finally, the proposed behavior modeling method is experimentally validated with an evaluation board with various load conditions.
精确的端到端电源完整性仿真需要包括配电网络中每个组件的模型,包括电压调节器模块(VRMs)和片上电容器。然而,将VRM纳入电力完整性仿真一直具有挑战性,因为电力电子仿真工具与典型的电力完整性仿真工具不兼容,并且SPICE工具的加密VRM模型通常不够精确,无法捕捉各种负载条件下的非线性行为。在此基础上,提出了一种与spice兼容的行为建模方法,并将其应用于移动平台上的实际多相VRM进行了验证。仿真模型充分捕捉了VRM的控制回路,如单电压反馈回路和多电流反馈回路。通过结合电压和电流反馈网络的基于参数的方程,该模型再现了基于脉宽和脉频调制的VRM操作。为了验证行为模型,通过两个步骤确定设计参数。最后,在不同载荷条件下的评估板上对所提出的行为建模方法进行了实验验证。
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引用次数: 0
Optimizing the Photodetector/Analog Front-End Interface in Optical Communication Receivers 光通信接收机中光电探测器/模拟前端接口的优化
Pub Date : 2023-08-23 DOI: 10.1109/TSIPI.2023.3307669
Bahaa Radi;Zonghao Li;Dhruv Patel;Anthony Chan Carusone
This article addresses the optimization of the interface between the photodetector (PD) and the analog front-end in high-speed, high-density optical communication receivers. Specifically, the article focuses on optimizing design elements in the interface, including the interconnecting transmission line, the T-coil, the transimpedance amplifier (TIA), and digital equalization tap weights. To optimize the optical link, we use a combination of analytical models, electromagnetic simulations, and machine learning techniques to describe different interface elements as most appropriate for each. Finally, we use the genetic algorithm to obtain optimal design parameters. The proposed optimization approach leads to a quick design time and reveals insights into some of the best design practices. As an example, we use the proposed method to investigate the relationship between optimal transmission line width and the amount of equalization available on the receiver. These conclusions are further supported by measurements taken on an assembled prototype with various PD-to-TIA interconnect lengths.
本文讨论了高速、高密度光通信接收器中光电探测器(PD)和模拟前端之间的接口优化问题。具体而言,本文侧重于优化接口中的设计元素,包括互连传输线、T形线圈、跨阻抗放大器(TIA)和数字均衡抽头权重。为了优化光链路,我们结合分析模型、电磁模拟和机器学习技术来描述最适合每种情况的不同界面元素。最后,我们使用遗传算法来获得最优设计参数。所提出的优化方法可以缩短设计时间,并揭示一些最佳设计实践的见解。作为一个例子,我们使用所提出的方法来研究最佳传输线宽度和接收机上可用的均衡量之间的关系。这些结论得到了在具有不同PD到TIA互连长度的组装原型上进行的测量的进一步支持。
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引用次数: 0
Inductance Calculation for the Power Net Area Fill of Packages and PCBs Based on Plane-Pair PEEC 基于平面对PEEC的封装和PCB电源网面积填充电感计算
Pub Date : 2023-06-16 DOI: 10.1109/TSIPI.2023.3274090
Siqi Bai;Samuel Connor;Wiren Dale Becker;Bruce Archambeault;Albert E. Ruehli
The inductance of the power/ground planes is an integral contributor to the input impedance of a power delivery network for high-speed printed circuit boards (PCBs) and packages. Conventionally, differential-equation (DE) circuit and cavity type models have been applied to compute the inductive behavior of the plane-to-plane inductance. However, these methods are not suitable for the case where the structures are perforated or involve other uneven structures. In this article, a new partial-element-equivalent-circuit (PEEC)-based method is presented to compute the inductance of parallel plate-like planes and other structures. Examples are given to show that the new method can efficiently compute inductances for multiple integrated circuit power vias, power/ground planes, and multiple decoupling capacitors. The proposed model is validated with both full-wave CEM simulations as well as with measurements. Further, the speed and the accuracy for real PCB and package designs are presented to validate the efficiency as well as the accuracy of the proposed approach. An important aspect of any approach is the limitations for solving real life problems. In this article, we consider important issues related of plane-pair PEEC to power distribution evaluations. Specifically, we show that large holes in planes can accurately be modeled. This is a difficult issue for DE methods. Another surprising practical issue is the accuracy obtained even if the planes are not of the same size. We also consider the speedup, which can be obtained in comparison to solutions for other approaches. This is due to the sparsity of the coupling for the rapid coupling decrease with distance. This short-distance coupling also increases the maximum frequency for which the method can be applied.
电源/接地平面的电感是高速印刷电路板(PCB)和封装的电源输送网络的输入阻抗的一个组成部分。传统上,微分方程(DE)电路和腔型模型已被应用于计算平面到平面电感的电感行为。然而,这些方法不适用于结构穿孔或涉及其他不均匀结构的情况。本文提出了一种新的基于部分元件等效电路(PEEC)的方法来计算平行板状平面和其他结构的电感。实例表明,该方法可以有效地计算多个集成电路电源过孔、电源/接地平面和多个去耦电容器的电感。所提出的模型通过全波CEM模拟和测量进行了验证。此外,给出了实际PCB和封装设计的速度和精度,以验证所提出方法的效率和准确性。任何方法的一个重要方面都是解决现实生活问题的局限性。在本文中,我们考虑了与平面对PEEC功率分布评估相关的重要问题。具体来说,我们证明了平面上的大洞可以精确地建模。这对于DE方法来说是一个难题。另一个令人惊讶的实际问题是,即使平面大小不相同,也能获得精度。我们还考虑了与其他方法的解决方案相比可以获得的加速。这是由于快速耦合的稀疏性随着距离的减小而减小。这种短距离耦合还增加了该方法可以应用的最大频率。
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引用次数: 0
Mode-Decomposition-Based Equivalent Model of High-Speed Vias up to 100 GHz 基于模式分解的100GHz高速过孔等效模型
Pub Date : 2023-04-18 DOI: 10.1109/TSIPI.2023.3268255
Chaofeng Li;Kevin Cai;Muqi Ouyang;Qian Gao;Bidyut Sen;DongHyun Kim
Via transitions in high-speed channels critically influence the signal integrity and power integrity of high-speed systems. In this article, a mode-decomposition-based equivalent model of a high-speed via that can be applied at frequencies up to 100 GHz is proposed for the first time. The equivalent model for modeling the via transition consists of upper and lower via-to-plate capacitances and equivalent parallel-plate impedances, owing to the fundamental mode and higher order modes for parallel-plate, all of which can be calculated from physical geometrical parameters. The via-to-plate capacitances are calculated by using the domain decomposition method in the antipad domain and via domain. The parallel-plate impedances representing via and parallel-plate coupling are calculated with the mode decomposition method for different parallel-plate modes (fundamental and higher order modes) in the parallel-plate domain. The proposed equivalent via model provides more accurate results in the high-frequency range than previously proposed methods. Because the impact of higher order modes on parallel-plate impedance is considered in the proposed mode-decomposition-based via model, and the effects of higher order modes are prominent at high frequencies for printed circuit board (PCB) vias with typical dimensions. The proposed model is validated with numerical examples, which show good correlation at frequencies as high as 100 GHz. The proposed model can be applied to high-speed via transitions in PCBs and packages.
高速信道中的通孔转换严重影响高速系统的信号完整性和功率完整性。本文首次提出了一种基于模式分解的高速过孔等效模型,该模型可应用于高达100GHz的频率。由于平行板的基本模式和高阶模式,用于建模通孔过渡的等效模型包括上下通孔到板的电容和等效平行板阻抗,所有这些都可以根据物理几何参数计算。通孔到板的电容是通过在反极化域和通孔域中使用域分解方法来计算的。对于平行板域中不同的平行板模式(基本模式和高阶模式),采用模式分解方法计算了表示过孔和平行板耦合的平行板阻抗。与之前提出的方法相比,所提出的等效过孔模型在高频范围内提供了更准确的结果。由于在所提出的基于模式分解的过孔模型中考虑了高阶模式对平行板阻抗的影响,并且对于具有典型尺寸的印刷电路板过孔,高阶模式在高频下的影响是显著的。数值算例验证了所提出的模型,在高达100GHz的频率下显示出良好的相关性。所提出的模型可以应用于PCB和封装中的高速过孔转换。
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引用次数: 2
Analytical Modeling of Deterministic Jitter in CMOS Inverters CMOS反相器中确定性抖动的分析建模
Pub Date : 2023-04-06 DOI: 10.1109/TSIPI.2023.3264961
Vinod Kumar Verma;Jai Narayan Tripathi
With the advancement of semiconductor technology (enabling the dimensions of the switching devices in the range of nanometer scale) designing, modeling, and optimization of high-speed circuits are becoming very complicated. Various issues related to signal and power integrity come into picture at high-frequency operations, e.g., jitter, cross-talk, electromagnetic interference, etc. In this article, an analysis of the CMOS inverter in presence of deterministic noise is presented. An analytical approach is presented which estimates jitter in CMOS inverters in the presence of power supply noise (PSN), data noise (DN), and ground-bounce noise (GBN) by deriving analytical relationships. The proposed analytical method takes into account the device parameters to model timing uncertainty. The expression for jitter is obtained by estimating the deviation of each transition edge from its ideal position. Several examples (simulations as well as measurement) are presented to validate the proposed modeling. These examples include comparing the analytical results with the simulation results obtained using an SPICE-based simulator as well as doing the same with the experimental results using two different CMOS inverter integrated circuits (ICs). In order to test the independence of the proposed modeling approach on a specific technology node, the results are verified by considering different technology nodes such as: 40 nm, 65 nm, and 180 nm from United Microelectronics Corporation. Also, two different ICs (M74HC04, and MC74AC04 N) from different vendors are used for measurement. The results obtained using the proposed methodology are in close consonance with those obtained from simulations using the SPICE-based simulator and the experiments.
随着半导体技术的进步(使开关器件的尺寸在纳米级范围内),高速电路的设计、建模和优化变得非常复杂。在高频操作中,与信号和功率完整性相关的各种问题出现了,例如抖动、串扰、电磁干扰等。本文对存在确定性噪声的CMOS反相器进行了分析。提出了一种分析方法,通过推导分析关系来估计存在电源噪声(PSN)、数据噪声(DN)和地跳噪声(GBN)的CMOS反相器中的抖动。所提出的分析方法考虑了器件参数来建模时序不确定性。抖动的表达式是通过估计每个过渡边缘与其理想位置的偏差来获得的。给出了几个例子(模拟和测量)来验证所提出的建模。这些例子包括将分析结果与使用基于SPICE的模拟器获得的模拟结果进行比较,以及与使用两个不同的CMOS反相器集成电路(IC)的实验结果进行比较。为了测试所提出的建模方法在特定技术节点上的独立性,通过考虑联合微电子公司的40 nm、65 nm和180 nm等不同技术节点来验证结果。此外,来自不同供应商的两个不同IC(M74HC04和MC74AC04 N)也用于测量。使用所提出的方法获得的结果与使用基于SPICE的模拟器和实验进行模拟获得的结果非常一致。
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引用次数: 2
Inhomogeneous Dielectric Induced Skew Modeling of Twinax Cables 双轴电缆的非均匀介质诱导偏斜模型
Pub Date : 2023-03-22 DOI: 10.1109/TSIPI.2023.3278613
Yuanzhuo Liu;Siqi Bai;Chaofeng Li;Vanine Sabino De Moura;Bichen Chen;Srinivas Venkataraman;Xu Wang;DongHyun Kim
To understand the skew in twinax cables of separately extrusion and co-extrusion design, the impact of inhomogeneous dielectric in copper twinax cables is analyzed, with an emphasis on signal integrity performance. The inhomogeneity is treated as a perturbation to the RLGC parameters, and analytical equations for the calculation of scattering parameters from RLGC parameters are derived to analyze the effects of this perturbation on signal integrity. The inhomogeneity leads to a modulation behavior in the scattering parameters, which decreases asymmetry-induced skew at high frequencies and eliminates the resonance of skew in the differential insertion loss. Mathematical analysis, physical explanation, and various design cases are presented for validation.
为了理解单独挤压和共同挤压设计的双轴电缆中的偏斜,分析了铜双轴电缆中不均匀电介质的影响,重点分析了信号完整性性能。将不均匀性视为对RLGC参数的扰动,并推导出从RLGC参数计算散射参数的解析方程,以分析这种扰动对信号完整性的影响。不均匀性导致散射参数的调制行为,这减少了高频下不对称引起的偏斜,并消除了差分插入损耗中偏斜的共振。给出了数学分析、物理解释和各种设计案例进行验证。
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引用次数: 0
期刊
IEEE Transactions on Signal and Power Integrity
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