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Phase Noise Analysis of Clock Generator by Using Phase Noise Sensitivity 利用相位噪声灵敏度分析时钟发生器的相位噪声
Pub Date : 2022-11-16 DOI: 10.1109/TSIPI.2022.3222747
Yuanzhuo Liu;Yuandong Guo;Chaofeng Li;Siqi Bai;Bichen Chen;Srinivas Venkataraman;Xu Wang;Jun Fan;DongHyun Kim
Phase noise represents signal instabilities in the frequency domain and is assessed through power measurements at various offsets from the carrier frequency. Herein, the phase noise of a clock generator is analyzed and modeled. Sources for the phase noise of the clock output at the resonance frequency are identified, including the power supply, the heatsink, and the external crystal. Low-frequency resonance is detected and validated to be caused by the external crystal grounding design. Solutions to decrease crystal-related noise are proposed and validated. In addition, the sensitivity based on the signal-to-noise ratio is proposed and verified with measurements to numerically analyze the effects of power supply noise on clock phase noise. The proposed phase noise sensitivity is extracted from the measured phase noise results and can be used to estimate the phase noise and jitter of different power supply noises. The extraction and prediction methods are validated with different buffer types, including low-voltage differential signal, high-speed current steering logic, low-voltage positive emitter-coupled logic, and low-voltage complementary metal–oxide–semiconductor, in a device under test with the given design.
相位噪声表示频域中的信号不稳定性,并且通过与载波频率的各种偏移处的功率测量来评估相位噪声。本文对时钟发生器的相位噪声进行了分析和建模。识别了谐振频率下时钟输出的相位噪声源,包括电源、散热器和外部晶体。低频谐振被检测到,并被证实是由外部晶体接地设计引起的。提出并验证了降低晶体相关噪声的解决方案。此外,提出了基于信噪比的灵敏度,并通过测量进行了验证,以数值分析电源噪声对时钟相位噪声的影响。所提出的相位噪声灵敏度是从测量的相位噪声结果中提取的,可用于估计不同电源噪声的相位噪声和抖动。在给定设计的被测器件中,用不同的缓冲器类型验证了提取和预测方法,包括低电压差分信号、高速电流控制逻辑、低电压正射极耦合逻辑和低电压互补金属-氧化物-半导体。
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引用次数: 0
A Radial Basis Function Network-Based Surrogate-Assisted Swarm Intelligence Approach for Fast Optimization of Power Delivery Networks 一种基于径向基函数网络的代理辅助群智能快速优化输电网络的方法
Pub Date : 2022-10-25 DOI: 10.1109/TSIPI.2022.3217109
Heman Vaghasiya;Akash Jain;Jai Narayan Tripathi
The design and optimization of power delivery networks (PDNs) in very large scale integration systems are becoming very challenging with the increasing complexity of such systems. Decoupling capacitors are the key elements used in a PDN to minimize power supply noise and to maintain low impedance of the PDN to avoid system failure. In this article, a novel approach using surrogate-assisted swarm intelligence is presented for efficient and fast optimization of PDNs. For generating the surrogate models, a standard radial basis function network is used. Using the proposed approach, the decoupling capacitors are selected and placed optimally, eventually reducing the cumulative impedance of the PDN below the target impedance. The performance comparison between the conventional and the surrogate-assisted approach is presented. Three case studies are presented on a practical system to demonstrate the competence of the proposed approach. The results obtained by the proposed approach are also compared with the same obtained by the state-of-the-art approaches. For the proposed approach, the runtime is drastically reduced compared to the state-of-the-art approaches for the optimization problem without having any effect on the performance. The consistency of results in all of the case studies confirms the validity of the proposed approach.
随着超大规模集成系统复杂性的增加,电力输送网络(PDN)的设计和优化变得非常具有挑战性。去耦电容器是PDN中使用的关键元件,用于最小化电源噪声并保持PDN的低阻抗以避免系统故障。在本文中,提出了一种使用代理辅助群智能的新方法来高效快速地优化PDN。为了生成代理模型,使用了标准的径向基函数网络。使用所提出的方法,去耦电容器被最佳地选择和放置,最终将PDN的累积阻抗降低到目标阻抗以下。介绍了传统方法和代理辅助方法的性能比较。对一个实际系统进行了三个案例研究,以证明所提出的方法的能力。还将所提出的方法获得的结果与现有技术方法获得的相同结果进行了比较。对于所提出的方法,与最先进的优化问题方法相比,运行时间大大减少,而不会对性能产生任何影响。所有案例研究结果的一致性证实了所提出方法的有效性。
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引用次数: 3
An Empirical Modeling of Far-End Crosstalk and Insertion Loss in Microstrip Lines 微带线中远端串扰和插入损耗的经验模型
Pub Date : 2022-10-12 DOI: 10.1109/TSIPI.2022.3214172
Yuanzhuo Liu;Shaohui Yong;Yuandong Guo;Jiayi He;Chaofeng Li;Xiaoning Ye;Jun Fan;Victor Khilkevich;DongHyun Kim
The difference in the dielectric permittivity of the different dielectric layers (including air) surrounding the microstrip is one of the major contributors to the far-end crosstalk (FEXT) in microstrip lines. The dielectric of the microstrip in printed circuit boards (PCBs) fabrication usually consists of two layers: the solder mask layer and the substrate layer. The characterization of the relative permittivity (${boldsymbol{varepsilon }}_{boldsymbol{r}}$) and dielectric dissipation factor (tanδ) for the dielectric layers of the microstrip are important parameters for board-level electronic system designs. In addition, the foil surface roughness cannot be ignored for the conductor loss modeling. In this work, an extraction method with high accuracy is proposed to characterize the dielectric material and foil surface roughness properties from the measured S-parameters with known cross-sectional geometry up to 20 GHz. With the extracted properties, the FEXT and insertion loss of the microstrip can be estimated more accurately, providing design guidelines for PCB design and the material selection of the microstrip.
微带周围不同介电层(包括空气)的介电常数的差异是微带线中远端串扰(FEXT)的主要因素之一。印刷电路板(PCB)制造中微带的电介质通常由两层组成:阻焊层和衬底层。微带电介质层的相对介电常数(${boldsymbol{varepsilon}_{bold symbol{r}}$)和介电损耗因子(tanδ)的表征是板级电子系统设计的重要参数。此外,对于导体损耗建模,箔表面粗糙度不能被忽略。在这项工作中,提出了一种高精度的提取方法,从已知截面几何形状高达20GHz的测量S参数中表征介电材料和箔表面粗糙度特性。利用提取的特性,可以更准确地估计微带的FEXT和插入损耗,为PCB设计和微带材料的选择提供设计指南。
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引用次数: 2
Analysis of Power-via-Induced Quasi-Quarter-Wavelength Resonance to Reduce Crosstalk 通过感应准四分之一波长谐振降低串扰的功率分析
Pub Date : 2022-09-28 DOI: 10.1109/TSIPI.2022.3209138
Siqi Bai;Yuanzhuo Liu;Jongjoo Lee;Bichen Chen;Srinivas Venkataraman;Xu Wang;Bo Pu;Jun Fan;DongHyun Kim
Currently, power pins are increasingly used in package design to serve a dual purpose: to support crosstalk isolation between high-speed signals and to provide power delivery to serializer/deserializer input/output. This approach can reduce the overall pin count and subsequently limit the package body size to remain within a ball grid array form factor. However, for printed circuit boards (PCBs) in which power vias are adjacent to signal vias, increased far-end crosstalk (FEXT) and resonance in insertion loss can be observed, due to the quasi-quarter-wavelength resonance of the power via stub. Using an analytical model and 3-D full-wave simulation models, a physical explanation for this unexpected resonance in differential signal pairs is proposed. Considering the difficulty in changing the pin map of the IC package, several PCB layouts are proposed to eliminate the power-via-induced quasi-quarter-wavelength resonance without the need to change the package pin map. Upon application of the proposed methods, the resonance is eliminated, and the FEXT is reduced.
目前,电源引脚越来越多地用于封装设计,以达到双重目的:支持高速信号之间的串扰隔离,并为串行器/解串器输入/输出提供电源传输。这种方法可以减少总引脚数量,并随后限制封装体尺寸以保持在球栅阵列形状因子内。然而,对于其中功率过孔与信号过孔相邻的印刷电路板(PCB),由于功率过孔短截线的准四分之一波长谐振,可以观察到增加的远端串扰(FEXT)和插入损耗中的谐振。利用分析模型和三维全波模拟模型,对差分信号对中这种意外共振提出了物理解释。考虑到改变IC封装的引脚映射的困难,提出了几种PCB布局,以在不需要改变封装引脚映射的情况下通过感应的准四分之一波长谐振来消除功率。在应用所提出的方法时,消除了谐振,并且降低了FEXT。
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引用次数: 2
Far-End Crosstalk Modeling and Prediction for Stripline With Inhomogeneous Dielectric Layers (IDLs) 非均匀介质层带状线的远端串扰建模与预测
Pub Date : 2022-08-31 DOI: 10.1109/TSIPI.2022.3203031
Yuanzhuo Liu;Shaohui Yong;Yuandong Guo;Jiayi He;Chaofeng Li;Xiaoning Ye;Jun Fan;DongHyun Kim
Far-end crosstalk (FEXT) is a critical factor that limits signal integrity performance in high-speed systems. The FEXT level is sensitive to the dielectric inhomogeneity of the stripline in fabricated printed circuit boards (PCBs). The dielectric of the stripline is manufactured with multiple inhomogeneous dielectric layers (IDLs) of various resin and glass fiber bundles. A marginal difference in the dielectric permittivity of the IDLs can lead to a significant change FEXT level. In this article, a practical FEXT modeling methodology for striplines is proposed by introducing the extraction method for ${{boldsymbol{varepsilon }}}_{boldsymbol{r}}$ of IDLs. The new stripline model is constructed with three IDLs comprised of core, prepreg, and resin pocket, to improve the model accuracy. With the cross-sectional geometry and measured S-parameters of the coupled striplines, ${{boldsymbol{varepsilon }}}_{boldsymbol{r}}$ of IDLs can be extracted. In addition, an analytical model to predict the FEXT polarity and magnitude of the stripline caused by the inhomogeneity is proposed targeted for prelayout application. The proposed models have been verified using measurement. The proposed models can provide useful analysis methodology and design guidelines to mitigate the FEXT level in high-speed systems, especially for high-volume PCB tests in the prelayout and postlayout stages.
在高速系统中,远端串扰(FEXT)是限制信号完整性性能的关键因素。FEXT水平对制造的印刷电路板(PCB)中带状线的介电不均匀性敏感。带状线的电介质由各种树脂和玻璃纤维束的多个不均匀电介质层(IDL)制成。IDL的介电常数的边际差异可以导致FEXT水平的显著变化。在本文中,通过介绍IDL的${boldsymbol{varepsilon}}_{boltsymbol{r}}$的提取方法,提出了一种实用的带状线FEXT建模方法。新的带状线模型由芯、预浸料和树脂袋三个IDL组成,以提高模型的精度。利用耦合带状线的横截面几何形状和测量的S参数,可以提取IDL的${boldsymbol{varepsilon}}_{bold symbol{r}}$。此外,针对预布局应用,提出了一个分析模型来预测由不均匀性引起的带线的FEXT极性和幅度。所提出的模型已经通过测量进行了验证。所提出的模型可以提供有用的分析方法和设计指南,以降低高速系统中的FEXT水平,特别是对于布局前和布局后阶段的高容量PCB测试。
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引用次数: 0
An Automated Framework for Variability Analysis for Integrated Circuits Using Metaheuristics 集成电路变率分析的元启发式自动化框架
Pub Date : 2022-08-29 DOI: 10.1109/TSIPI.2022.3202150
Aksh Chordia;Jai Narayan Tripathi
This work aims to analyze the variability of integrated circuits and systems. An automated framework is presented for variability analysis that exploits the metaheuristic optimization techniques. The efficacy of the proposed approach is demonstrated by two case studies—one is the estimation of variability in phase noise in RF CMOS LC tank oscillators (frequency domain analysis) and the other is the estimation of variability in the differential output signal of a current mode driver (time-domain analysis). The proposed approach is investigated and validated by comparing the results from the traditional Monte Carlo simulations and the ordinary least-squares-based polynomial chaos expansion. A significant gain in the computational time is reported while maintaining accuracy in the results. The proposed methodology is not just limited to variability analysis applications but also can be used to solve the circuit optimization problems.
这项工作旨在分析集成电路和系统的可变性。提出了一种利用元启发式优化技术进行变异性分析的自动化框架。两个案例研究证明了所提出方法的有效性——一个是RF CMOS LC谐振回路振荡器中相位噪声的可变性的估计(频域分析),另一个是电流模式驱动器的差分输出信号的可变性的评估(时域分析)。通过比较传统蒙特卡罗模拟和基于普通最小二乘的多项式混沌展开的结果,对所提出的方法进行了研究和验证。在保持结果准确性的同时,报告了计算时间的显著增加。所提出的方法不仅限于可变性分析应用,而且可以用于解决电路优化问题。
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引用次数: 2
Signal Integrity Assessment of Interconnects Routed Within Bandgap Metallic Cavities 带隙金属空腔内布线互连的信号完整性评估
Pub Date : 2022-08-17 DOI: 10.1109/TSIPI.2022.3199331
Francesco de Paulis;Muhammet Hilmi Nisanci
The use of metallic pins covering the lid of a metallic cavity has been shown to effectively suppress the coupling mechanisms based on the cavity resonances. However, no clear evidence is available on the effectiveness of this solution for the signal transmission over microstrip interconnects routed on substrates inside the cavity. A comprehensive analysis is carried out to fill this gap by analyzing the signal propagation on single-ended and differential microstrip, thus demonstrating that the pins help to minimize the detrimental impact of the resonating cavity within the bandgap limits. The effectiveness of the pinned cavity to suppress the coupling among microstrips routed on the same substrate is demonstrated. Experimental data based on a pinned cavity with different pin lengths are provided to confirm that the intended bandgap is properly achieved and that the quality of the transmitting signal is ensured within the bandgap.
使用覆盖金属腔盖的金属销已被证明可以有效地抑制基于腔谐振的耦合机制。然而,没有明确的证据表明该解决方案在腔内基板上布线的微带互连上的信号传输的有效性。通过分析信号在单端和差分微带上的传播,对填补这一间隙进行了全面的分析,从而证明引脚有助于在带隙限制内最大限度地减少谐振腔的有害影响。证明了钉扎腔抑制同一衬底上布线的微带之间耦合的有效性。提供了基于具有不同引脚长度的钉扎腔的实验数据,以确认适当地实现了预期的带隙,并且在带隙内确保了传输信号的质量。
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引用次数: 0
Extraction of Single Cell Impedance From Battery Module Measurement by Simulation-Based De-Embedding 基于仿真的去嵌入从电池模块测量中提取单电池阻抗
Pub Date : 2022-08-17 DOI: 10.1109/TSIPI.2022.3199178
Herbert Hackl;David J. Pommerenke;Martin Ibel;Bernhard Auinger
Batteries are a fundamental part of many modern electric systems. As a result, battery modeling is increasingly important for the prediction of signal and power integrity (SIPI) as well as electromagnetic compatibility (EMC). Conventional battery module modeling requires knowledge of the integrated cells first, which is usually obtained by measurement on single cells. However, if individual cells are not accessible, the single cell's impedance needs to be extracted from measurement of the complete module. This work describes two solutions to this problem, which are both based on 3D electromagnetic (EM) simulation of the battery module with surrogate cell models to obtain S-parameters, which describe coupling effects inherent to the modules' geometry. By either fitting of the simulated module impedance to the measured data on circuit schematic level, or by numerical multiport de-embedding, the single cell impedance is extracted. Considered frequencies range from 9 kHz to 1 GHz.
电池是许多现代电气系统的基本组成部分。因此,电池建模对于信号和功率完整性(SIPI)以及电磁兼容性(EMC)的预测越来越重要。传统的电池模块建模首先需要集成电池的知识,这通常是通过对单个电池的测量来获得的。然而,如果无法访问单个电池,则需要从整个模块的测量中提取单个电池的阻抗。这项工作描述了这个问题的两种解决方案,都是基于电池模块的3D电磁(EM)模拟,使用替代电池模型来获得S参数,这些参数描述了模块几何形状固有的耦合效应。通过将模拟模块阻抗拟合到电路原理图级别的测量数据,或者通过数字多端口去嵌入,提取单电池阻抗。考虑的频率范围从9kHz到1GHz。
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引用次数: 1
A Domain Decomposition Approach for Assessment of Decoupling Capacitors in Practical PDNs 一种用于评估实际PDN中去耦电容器的域分解方法
Pub Date : 2022-08-08 DOI: 10.1109/TSIPI.2022.3197110
Ihsan Erdin;Ramachandra Achar
A domain decomposition method is proposed to evaluate the effectiveness of decoupling capacitors in practical power delivery networks (PDNs). The proposed method is based on the separation of a PDN into its local and nonlocal domains. The local domain is constituted by circuit components with the highest impact on the impedance of a specified power pin on a planar PDN. The rest of the PDN makes up the nonlocal domain, which could be of any planar shape. The nonlocal domain is characterized as a distributed circuit, preferably using a numerical electromagnetic (EM) simulator. The self-impedance of the pin depends on the placement configuration of capacitors in its surroundings. Using the pin impedance as a figure of merit, the optimal placement configuration is then sought in the local domain. The impact of the stationary domain is included in calculations as an indefinite impedance and the optimal placement configuration of capacitors is computed using an iterative approach. The proposed method avoids the use of a computationally intensive EM simulation at each iteration step, which significantly speeds up the analysis process.
提出了一种域分解方法来评估实际电力输送网络中去耦电容器的有效性。所提出的方法是基于将PDN分为局部域和非局部域。局部域由对平面PDN上指定电源引脚的阻抗影响最大的电路组件构成。PDN的其余部分组成了非局部域,它可以是任何平面形状。非局部域被表征为分布式电路,优选地使用数值电磁(EM)模拟器。引脚的自阻抗取决于电容器在其周围环境中的放置配置。使用引脚阻抗作为优值,然后在局部域中寻求最佳布局配置。静止域的影响作为不确定阻抗包含在计算中,并且使用迭代方法计算电容器的最佳布置配置。所提出的方法避免了在每个迭代步骤使用计算密集型EM模拟,这显著加快了分析过程。
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引用次数: 0
Analysis of Differential-Mode Signal Emission From STP Cable by Using Chain Parameter Matrix 用链参数矩阵分析STP电缆的差模信号发射
Pub Date : 2022-07-27 DOI: 10.1109/TSIPI.2022.3193871
Nobuo Kuwabara;Tohlu Matsushima;Yuki Fukumoto
Radiated emission from a differential-mode (DM) signal was calculated by using a chain parameter matrix for a shielded twisted pair (STP) cable. The series connection of the matrix represented the multiconductor transmission line inside the shield, and the common-mode current generated from the DM signal was obtained by solving the matrix equation. The matrix elements of the STP cable and the shield's transfer impedance were determined through both measurement and calculation, and these values were used to calculate the current outside the shield and the radiated electric field strength. The maximum current outside the shield and the maximum radiated electric field strength were then measured in the frequency range from 30 to 300 MHz, and these results were compared with the calculated values. The calculation results for the maximum current intensity agreed well with the measured values, and those for the maximum radiated electric field strength agreed fairly well with the measured values.
通过使用屏蔽双绞线(STP)电缆的链参数矩阵来计算差模(DM)信号的辐射发射。矩阵的串联表示屏蔽内部的多导体传输线,通过求解矩阵方程获得DM信号产生的共模电流。通过测量和计算确定了STP电缆的矩阵元素和屏蔽的传输阻抗,并将这些值用于计算屏蔽外的电流和辐射电场强度。然后,在30至300MHz的频率范围内测量屏蔽外部的最大电流和最大辐射电场强度,并将这些结果与计算值进行比较。最大电流强度的计算结果与实测值吻合较好,最大辐射电场强度的计算值与实测值符合较好。
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引用次数: 1
期刊
IEEE Transactions on Signal and Power Integrity
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