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Eye Estimation Methods for MIPI C-PHY MIPI C-PHY 的眼球估计方法
Pub Date : 2024-03-03 DOI: 10.1109/TSIPI.2024.3396436
Yu-Ying Cheng;Pei-Yang Weng;Suani-Kai Yang;Shih-Hsien Wu;Tzong-Lin Wu
Mobile industry processor interface (MIPI) C-PHY is a signal transmission interface with three-phase encoding technology on the three-wire high-speed channel. The traditional method of superposition to generate an eye diagram on this kind of channel is time-consuming. The novel eye estimation methods for the C-PHY protocol are proposed. A new greedy algorithm and dynamic programming method are proposed to predict the worst-case eye diagram, respectively. The accuracy and efficiency of these two methods are compared. In addition, the algorithms for estimating the statistical eye diagram of MIPI C-PHY with and without considering the driver nonlinearity are also proposed and compared respectively. All the proposed algorithms are validated by experimental measurement. The excellent agreement could be well seen.
移动工业处理器接口(MIPI)C-PHY 是一种在三线高速通道上采用三相编码技术的信号传输接口。在这种信道上生成眼图的传统叠加方法非常耗时。本文提出了针对 C-PHY 协议的新型眼图估计方法。分别提出了一种新的贪婪算法和动态编程方法来预测最坏情况下的眼图。比较了这两种方法的准确性和效率。此外,还提出了估算 MIPI C-PHY 统计眼图的算法,并分别与考虑和不考虑驱动器非线性的算法进行了比较。所有提出的算法都通过实验测量进行了验证。结果表明,两者的一致性非常好。
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引用次数: 0
Variability-Aware Modeling of Power Supply Induced Jitter 电源诱导抖动的可变性感知建模
Pub Date : 2024-02-16 DOI: 10.1109/TSIPI.2024.3366499
Vinod Kumar Verma;Jai Narayan Tripathi
This work presents a comprehensive study on the impact of variability on jitter in CMOS integrated circuits. As a case study, an analytical model of a CMOS inverter has been developed, and the input–output relationship is derived considering the effect of power supply noise, variations in design parameters due to fabrication process inaccuracies, and temperature. These parameters are taken as random variables, and the timing deviation in the transition edges of the output response has been modeled analytically. The proposed approach has been validated using numerical examples by comparing results obtained from the proposed analysis with the results obtained from the SPICE-based simulator. A couple of measurement examples and an application case study are also presented to validate the state-of-the-art investigation. The considered examples and application case study suggest the importance of the current study to ensure the timing budget of a system. The proposed approach can be used to estimate critical variability issues affecting the timing budgets of the systems.
本研究全面探讨了变化对 CMOS 集成电路抖动的影响。作为一个案例研究,我们建立了一个 CMOS 逆变器的分析模型,并在考虑了电源噪声、制造工艺误差导致的设计参数变化以及温度的影响后,推导出了输入输出关系。这些参数被视为随机变量,输出响应过渡边沿的时序偏差通过分析建模得出。通过比较拟议分析得出的结果和基于 SPICE 的模拟器得出的结果,利用数值示例对拟议方法进行了验证。此外,还介绍了几个测量实例和一个应用案例研究,以验证最先进的调查方法。所考虑的示例和应用案例研究表明,当前的研究对于确保系统的时序预算非常重要。建议的方法可用于估算影响系统时序预算的关键变异性问题。
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引用次数: 0
Hybrid Signal Integrity Modeling and Analysis of Heterogeneous Integrated System With Neuromorphic Darwin Chip 带有神经形态达尔文芯片的异构集成系统的混合信号完整性建模与分析
Pub Date : 2024-02-06 DOI: 10.1109/TSIPI.2024.3362317
Quankun Chen;Hanzhi Ma;Da Li;Tuomin Tao;Shurun Tan;En-Xiao Liu;Jose Schutt-Aine;Er-Ping Li
This article introduces a comprehensive approach for designing and analyzing signal integrity in heterogeneous integrated systems that incorporate neuromorphic Darwin chips. The proposed integrated system architecture includes a neuromorphic Darwin chip, digital signal processing unit, microcontroller unit, field programmable gate arrays, and coding and decoding modules to encode and reconstruct analog spiking signals. The study evaluates the encoding module and the heterogeneous integration structure and conducts signal integrity analysis. To achieve optimal signal integrity performance, the article proposes a novel binocular eye diagram analysis technique. This innovative approach guides the encoding algorithm modification and improves the overall system performance. This research is the first to combine joint field-circuit simulation, heterogeneous integration modeling, and signal integrity analysis of the Darwin neuromorphic chip, and it is expected to serve as a valuable reference for future studies on similar systems.
本文介绍了一种设计和分析包含神经形态达尔文芯片的异构集成系统信号完整性的综合方法。拟议的集成系统架构包括神经形态达尔文芯片、数字信号处理单元、微控制器单元、现场可编程门阵列以及编码和解码模块,用于编码和重建模拟尖峰信号。研究评估了编码模块和异构集成结构,并进行了信号完整性分析。为了实现最佳的信号完整性性能,文章提出了一种新颖的双目眼图分析技术。这一创新方法指导了编码算法的修改,提高了系统的整体性能。这项研究首次将达尔文神经形态芯片的现场电路仿真、异构集成建模和信号完整性分析联合起来,有望为今后类似系统的研究提供有价值的参考。
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引用次数: 0
Extraction of Transmission Line Surface Roughness Using S-Parameter Measurements and Cross-Sectional Information 利用 S 参数测量和横截面信息提取输电线表面粗糙度
Pub Date : 2024-02-05 DOI: 10.1109/TSIPI.2024.3361863
Ze Sun;Jian Liu;Xiaoyan Xiong;DongHyun Kim;Daryl Beetner;Victor Khilkevich
The intentional roughness created on conductor surfaces during the printed circuit board (PCB) manufacturing process leads to a substantial increase of conductor loss at frequencies in the order of tens of gigahertz. It is essential to know the roughness of PCB conductors to create adequate models of the high-speed channels. This article presents a novel method for extracting the roughness level of conductor foils using only measured S-parameters and cross-sectional information. The proposed technique is relatively easy to perform, cost-effective, and does not require the destruction of test boards, making it a promising alternative to existing methods that rely on optical or scanning electron microscope imaging. Besides, the proposed method can handle boards with nonequal roughness on different conductor surfaces, which is common in PCBs. The method is validated through both simulation and measurement, and a good correlation is achieved between the extracted roughness level and the values obtained by microscopic imaging.
在印刷电路板(PCB)制造过程中,导体表面有意产生的粗糙度导致导体损耗在数十兆赫兹的频率下大幅增加。了解印刷电路板导体的粗糙度对于建立适当的高速通道模型至关重要。本文介绍了一种仅使用测量的 S 参数和横截面信息来提取导体箔粗糙度的新方法。所提出的技术操作相对简单,成本效益高,而且不需要破坏测试电路板,因此有望替代依赖光学或扫描电子显微镜成像的现有方法。此外,所提出的方法还能处理不同导体表面粗糙度不均等的电路板,这在印刷电路板中很常见。该方法通过模拟和测量进行了验证,提取的粗糙度水平与显微镜成像获得的值之间具有良好的相关性。
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引用次数: 0
IBIS Model Simulation Accuracy Improvement by Including Power-Supply-Induced Jitter Effect 通过纳入电源引起的抖动效应提高 IBIS 模型模拟精度
Pub Date : 2024-01-04 DOI: 10.1109/TSIPI.2023.3349229
Yifan Ding;Yin Sun;Randy Wolff;Zhiping Yang;Chulsoon Hwang
The power-aware input/output buffer information specification (IBIS) model does not correctly account for the delay change caused by supply-voltage noise. This article presents a new modification algorithm that improves the accuracy of the IBIS model by including the power-supply-induced jitter (PSIJ) sensitivity effect; more specifically, the dc-jitter-sensitivity effect. The procedure of extracting the key parameters and modifying the switching coefficients is presented and applied in a real design. The performance of the modified IBIS model is validated using two designs, and the simulation accuracy is improved significantly compared with that of the traditional IBIS model. The improved IBIS model is applicable to situations when there is dc or ac noise on the power rail. The predriver propagation delay can also be characterized in the simulation by including the predriver PSIJ effect. The algorithm is efficient while straightforward and easily implemented by introducing just one parameter to the IBIS model.
功率感知输入/输出缓冲器信息规范 (IBIS) 模型不能正确解释电源电压噪声引起的延迟变化。本文提出了一种新的修改算法,通过纳入电源引起的抖动(PSIJ)灵敏度效应(更具体地说,直流抖动灵敏度效应)来提高 IBIS 模型的准确性。本文介绍了提取关键参数和修改开关系数的过程,并将其应用于实际设计中。修改后的 IBIS 模型的性能通过两个设计进行了验证,与传统的 IBIS 模型相比,仿真精度有了显著提高。改进后的 IBIS 模型适用于电源轨上存在直流或交流噪声的情况。通过将前置驱动器 PSIJ 效应包括在内,前置驱动器传播延迟也可以在仿真中得到表征。该算法高效、简单,只需在 IBIS 模型中引入一个参数即可轻松实现。
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引用次数: 0
2023 Index IEEE Transactions on Signal and Power Integrity Vol. 2 2023 索引 IEEE 信号与电源完整性论文集第 2 卷
Pub Date : 2023-12-28 DOI: 10.1109/TSIPI.2023.3348197
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引用次数: 0
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
期刊
IEEE Transactions on Signal and Power Integrity
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