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CN116187269B - Parasitic capacitance parameter extraction method and device of multi-conductor system and storage medium - Google Patents

Parasitic capacitance parameter extraction method and device of multi-conductor system and storage medium Download PDF

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CN116187269B
CN116187269B CN202310245357.5A CN202310245357A CN116187269B CN 116187269 B CN116187269 B CN 116187269B CN 202310245357 A CN202310245357 A CN 202310245357A CN 116187269 B CN116187269 B CN 116187269B
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CN116187269A (en
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曲晓昆
李相启
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Shenzhen Huada Jiutian Technology Co ltd
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Abstract

本发明公开了一种多导体系统的寄生电容参数提取方法,其特征在于,包括:基于集成电路版图数据构建集成电路的二维几何结构的物理模型,所述二维几何结构的物理模型包括多个导体及多个介质;计算所述二维几何结构的物理模型内任一点的电压及电荷的数值模拟图;基于所述电压及电荷的数值模拟图确定待候选合并的多个介质;判断待候选合并的多个介质是否满足如下条件:d_i>K*H(1)其中,d_i为所述二维几何结构的物理模型中第i个介质的厚度,H为导体的厚度,K为预设的比例系数,max(h_i,h_(i+1))/min(h_i,h_(i+1))>8(2)其中,h_i为所述导体到第i个介质的距离,h_(i+1)为所述导体到第i+1个介质的距离,若判断为所述介质i和介质i+1满足上述条件(1)、(2),则将所述介质i和介质i+1合并为一个介质;以、以及基于合并后的介质求解所述集成电路的二维几何结构的物理模型中的各导体的寄生电容参数。

The present invention discloses a parasitic capacitance parameter extraction method for a multi-conductor system, which is characterized by comprising: constructing a physical model of a two-dimensional geometric structure of an integrated circuit based on integrated circuit layout data, wherein the physical model of the two-dimensional geometric structure includes multiple conductors and multiple dielectrics; calculating a numerical simulation diagram of voltage and charge at any point in the physical model of the two-dimensional geometric structure; determining multiple dielectrics to be candidate for merging based on the numerical simulation diagram of voltage and charge; and judging whether the multiple dielectrics to be candidate for merging meet the following conditions: d_i>K*H(1) wherein d_i is the i-th dielectric in the physical model of the two-dimensional geometric structure. The thickness of the medium, H is the thickness of the conductor, K is the preset proportionality coefficient, max(h_i,h_(i+1))/min(h_i,h_(i+1))>8(2) wherein h_i is the distance from the conductor to the i-th medium, h_(i+1) is the distance from the conductor to the i+1-th medium, if it is determined that the medium i and the medium i+1 satisfy the above conditions (1) and (2), then the medium i and the medium i+1 are merged into one medium; and based on the merged medium, the parasitic capacitance parameters of each conductor in the physical model of the two-dimensional geometric structure of the integrated circuit are solved.

Description

一种多导体系统的寄生电容参数提取方法、装置及存储介质A method, device and storage medium for extracting parasitic capacitance parameters of a multi-conductor system

技术领域Technical Field

本发明属于半导体集成电路自动化设计领域,更具体地,本发明涉及通过加快电容求解速度来快速提取多导体系统的寄生电容参数的方法。The present invention belongs to the field of semiconductor integrated circuit automatic design, and more specifically, the present invention relates to a method for rapidly extracting parasitic capacitance parameters of a multi-conductor system by accelerating the capacitance solution speed.

背景技术Background technique

集成电路芯片中广泛存在宽度仅为纳米量级且多层分布的金属互连线,其电磁寄生效应已成为影响电路性能、乃至决定电路能否正常工作的关键因素。寄生参数提取是芯片物理设计中建模、分析、仿真的基础,通过寄生参数提取才能估算电路时延、实现信号完整性和电源完整性分析,从而对整个电路设计的各项性能指标进行验证。Integrated circuit chips are widely distributed with metal interconnects that are only nanometers wide and distributed in multiple layers. Their electromagnetic parasitic effects have become a key factor affecting circuit performance and even determining whether the circuit can work properly. Parasitic parameter extraction is the basis of modeling, analysis, and simulation in chip physical design. Only through parasitic parameter extraction can circuit delay be estimated, signal integrity and power integrity analysis be achieved, and various performance indicators of the entire circuit design can be verified.

典型的集成电路设计流程中,在版图设计和电路模拟之间设定被称为“寄生参数提取(parasitic extraction)”的流程。寄生参数提取的主要任务是计算互连线的等效电阻、电容参数,并形成电路网表。随着工艺制程的发展、电路规模的增大,如何准确、快速地进行寄生参数提取(尤其是电容提取),从而进一步对带寄生参数的电路进行精确的仿真或可靠性分析,对于保证设计质量、提高制造良率、减少成本和缩短设计周期变得越来越重要。In a typical integrated circuit design process, a process called "parasitic extraction" is set between layout design and circuit simulation. The main task of parasitic extraction is to calculate the equivalent resistance and capacitance parameters of interconnects and form a circuit netlist. With the development of process technology and the increase in circuit scale, how to accurately and quickly extract parasitic parameters (especially capacitance extraction) and further accurately simulate or analyze the reliability of circuits with parasitic parameters has become increasingly important for ensuring design quality, improving manufacturing yield, reducing costs and shortening design cycles.

随着工业界对寄生参数提取的计算精度的要求越来越高,寄生电容参数提取研究经历了从二维,2.5维到三维的发展,三维电容参数提取通常需要建立反映三维互连结构的几何结构模型,再用数值方法求解静电场方程,称为“三维场求解器”,三维场求解器计算精度高,但是计算量相对较大。As the industry places increasingly higher demands on the computational accuracy of parasitic parameter extraction, research on parasitic capacitance parameter extraction has evolved from two-dimensional, 2.5-dimensional to three-dimensional. Three-dimensional capacitance parameter extraction usually requires the establishment of a geometric structure model that reflects the three-dimensional interconnect structure, and then uses numerical methods to solve the electrostatic field equations, which is called a "three-dimensional field solver". The three-dimensional field solver has high computational accuracy, but the amount of calculation is relatively large.

多导体系统的寄生电容参数的大小直接影响系统对信号的灵敏度和系统的运行速度,因此,对多导体系统的寄生电容参数的提取具有重要意义。现在多导体系统的寄生电容参数提取主流使用2.5维方法,通过读取集成电路的版图信息,设计二维物理模型,之后将二维模型提取的寄生电容参数存储在表中,最后根据版图将表中的电容参数取出通过对应的算法累加出整个集成电路的版图的寄生电容参数。效果上看将版图拆分成二维模型虽然会导致精度损失,但也在合理范围内,性能方面2.5维方法比三维方法速度快近10倍多。The size of the parasitic capacitance parameters of a multi-conductor system directly affects the system's sensitivity to signals and the system's operating speed. Therefore, the extraction of the parasitic capacitance parameters of a multi-conductor system is of great significance. Currently, the mainstream method for extracting the parasitic capacitance parameters of a multi-conductor system is the 2.5-dimensional method. By reading the layout information of the integrated circuit, a two-dimensional physical model is designed, and then the parasitic capacitance parameters extracted from the two-dimensional model are stored in a table. Finally, the capacitance parameters in the table are taken out according to the layout, and the parasitic capacitance parameters of the entire integrated circuit layout are accumulated through the corresponding algorithm. In terms of effect, although splitting the layout into a two-dimensional model will result in a loss of accuracy, it is also within a reasonable range. In terms of performance, the 2.5-dimensional method is nearly 10 times faster than the three-dimensional method.

发明内容Summary of the invention

发明要解决的技术问题Technical problem to be solved by the invention

多导体系统的寄生电容参数提取无论使用二维或者2.5维方法,都需要根据集成电路的版图信息构建二维的几何结构物理模型,再用数值方法在生成的二维几何结构物理模型区域内求解二维的静电场方程。现有技术根据集成电路的版图信息生成的二维几何结构的物理模型相对复杂,不利于数值算法计算。Whether the parasitic capacitance parameter extraction of a multi-conductor system uses a two-dimensional or 2.5-dimensional method, it is necessary to construct a two-dimensional geometric structure physical model based on the layout information of the integrated circuit, and then use a numerical method to solve the two-dimensional electrostatic field equation in the generated two-dimensional geometric structure physical model area. The physical model of the two-dimensional geometric structure generated by the existing technology based on the layout information of the integrated circuit is relatively complex, which is not conducive to numerical algorithm calculation.

本发明是鉴于上述问题提出的,本发明提出一种多导体系统的寄生电容参数提取方法,这种方法为了改进提取性能,针对一些介质图形做等效介质合并,合并后的介质图形可以根据面积比重新计算介质的介电常数,由此加快寄生电容参数的提取速度,降低计算复杂度。The present invention is proposed in view of the above problems. The present invention proposes a method for extracting parasitic capacitance parameters of a multi-conductor system. In order to improve the extraction performance, this method performs equivalent dielectric merging on some dielectric graphics. The dielectric constant of the merged dielectric graphics can be recalculated according to the area ratio, thereby accelerating the extraction speed of parasitic capacitance parameters and reducing the calculation complexity.

用于解决问题的方案Solutions for solving problems

在本发明的第一方面,提供了一种多导体系统的寄生电容参数提取方法,其特征在于,包括:In a first aspect of the present invention, a method for extracting parasitic capacitance parameters of a multi-conductor system is provided, characterized by comprising:

基于集成电路版图数据构建集成电路的二维几何结构的物理模型,所述二维几何结构的物理模型包括多个导体及多个介质;Constructing a physical model of a two-dimensional geometric structure of an integrated circuit based on the integrated circuit layout data, wherein the physical model of the two-dimensional geometric structure includes a plurality of conductors and a plurality of dielectrics;

计算所述二维几何结构的物理模型内任一点的电压及电荷的数值模拟图;Calculate a numerical simulation diagram of voltage and charge at any point in the physical model of the two-dimensional geometric structure;

基于所述电压及电荷的数值模拟图确定待候选合并的多个介质;Determining a plurality of media to be candidate for merging based on the numerical simulation diagram of the voltage and the charge;

判断待候选合并的多个介质是否满足如下条件:Determine whether multiple media to be merged meet the following conditions:

(1)d_i>K*H(1)d_i>K*H

其中,d_i为所述二维几何结构的物理模型中第i个介质的厚度,H为导体的厚度,K为预设的比例系数,Wherein, d_i is the thickness of the i-th medium in the physical model of the two-dimensional geometric structure, H is the thickness of the conductor, and K is a preset proportionality coefficient.

(2)max(h_i,h_(i+1))/min(h_i,h_(i+1))>8(2)max(h_i,h_(i+1))/min(h_i,h_(i+1))>8

其中,h_i为所述导体到第i个介质的距离,h_(i+1)为所述导体到第i+1个介质的距离,Wherein, h_i is the distance from the conductor to the i-th medium, h_(i+1) is the distance from the conductor to the i+1-th medium,

若判断为所述介质i和介质i+1满足上述条件(1)、(2),则将所述介质i和介质i+1合并为一个介质;以及If it is determined that the medium i and the medium i+1 satisfy the above conditions (1) and (2), then the medium i and the medium i+1 are merged into one medium; and

基于合并后的介质求解所述集成电路的二维几何结构的物理模型中的各导体的寄生电容参数。The parasitic capacitance parameters of each conductor in the physical model of the two-dimensional geometric structure of the integrated circuit are solved based on the merged medium.

在本发明的一种可实现方式中,还包括,利用场求解器基于合并后的介质求解各导体的寄生电容参数,其中,按如下公式计算合并后的介质的介电常数:er=(s_1*〖er〗_1+s_2*〖er〗_2)/(s_1+s_2),其中s_i为介质i的面积,〖er〗_i为介质i的介电常数。In one implementable manner of the present invention, it also includes using a field solver to solve the parasitic capacitance parameters of each conductor based on the merged medium, wherein the dielectric constant of the merged medium is calculated according to the following formula: er=(s_1*〖er〗_1+s_2*〖er〗_2)/(s_1+s_2), wherein s_i is the area of medium i, and 〖er〗_i is the dielectric constant of medium i.

在本发明的一种可实现方式中,所述待候选合并的多个介质的电荷值小于预设值。In an implementable manner of the present invention, the charge values of the plurality of media to be candidate for merging are smaller than a preset value.

在本发明的一种可实现方式中,还包括:对于包含合并后的介质的所述集成电路的二维几何结构的物理模型,利用边界元法计算每个介质边界上的电荷量,然后对每一个导体边界上的电荷量进行数值积分提取各导体的寄生电容参数。In one possible implementation of the present invention, it also includes: for a physical model of the two-dimensional geometric structure of the integrated circuit including the merged medium, using the boundary element method to calculate the amount of charge on each dielectric boundary, and then numerically integrating the amount of charge on each conductor boundary to extract the parasitic capacitance parameters of each conductor.

本发明的第二方面提供一种多导体系统的寄生电容参数提取装置,其特征在于,包括存储器和处理器,所述存储器上储存有在所述处理器上运行的计算机程序,所述处理器运行所述计算机程序时执行上述任一项所述的多导体系统的寄生电容参数提取方法的步骤。。The second aspect of the present invention provides a parasitic capacitance parameter extraction device for a multi-conductor system, characterized in that it comprises a memory and a processor, wherein the memory stores a computer program running on the processor, and the processor executes the steps of any of the above-mentioned parasitic capacitance parameter extraction methods for a multi-conductor system when running the computer program.

本发明的第三方面还提供一种计算机可读存储介质,其上存储有计算机程序,所述计算机程序运行时执行上述任一项所述的多导体系统的寄生电容参数提取方法的步骤。The third aspect of the present invention further provides a computer-readable storage medium having a computer program stored thereon, and when the computer program is run, the steps of any of the above-mentioned methods for extracting parasitic capacitance parameters of a multi-conductor system are executed.

发明的效果Effects of the Invention

本发明提升场求解器的性能,通过等效介质合并的方法降低自适应收敛的迭代次数,介质数量减少,进而元(即边界元数值方法用到的网格单元)的数量减少,从而积分计算次数减少且方程维数减少,最终计算性能提升,大大加快了多导体系统的寄生电容参数的提取速度,提高了设计效率。The present invention improves the performance of the field solver, reduces the number of iterations of adaptive convergence by merging equivalent media, reduces the number of media, and further reduces the number of elements (i.e., grid units used in the boundary element numerical method), thereby reducing the number of integral calculations and the dimension of the equation, and ultimately improving the calculation performance, greatly accelerating the extraction speed of the parasitic capacitance parameters of the multi-conductor system, and improving the design efficiency.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

图1是根据本发明实施方式所述的集成电路二维几何结构截面图FIG. 1 is a cross-sectional view of a two-dimensional geometric structure of an integrated circuit according to an embodiment of the present invention.

图2是根据本发明实施方式所述的集成电路导体局部放大图形FIG. 2 is a partial enlarged diagram of an integrated circuit conductor according to an embodiment of the present invention.

图3是根据本发明实施方式所述的导体介质几何模型FIG. 3 is a conductor medium geometric model according to an embodiment of the present invention.

图4根据本发明实施方式所述的电压数值模拟图FIG. 4 is a voltage numerical simulation diagram according to an embodiment of the present invention.

图5根据本发明实施方式所述的电场线数值模拟图FIG. 5 is a numerical simulation diagram of electric field lines according to an embodiment of the present invention.

图6根据本发明实施方式所述的流程图FIG. 6 is a flowchart according to an embodiment of the present invention.

图7根据本发明实施方式所述的集成电路版图中各介质和导体的拓扑信息FIG. 7 shows the topological information of each medium and conductor in the integrated circuit layout according to the embodiment of the present invention.

具体实施方式Detailed ways

下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚地描述,显然,所描述的实施例是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员获得的所有其他实施例,都属于本申请保护的范围。The following will be combined with the drawings in the embodiments of the present application to clearly describe the technical solutions in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, rather than all the embodiments. All other embodiments obtained by ordinary technicians in this field based on the embodiments in the present application belong to the scope of protection of this application.

本申请的说明书和权利要求书中的术语“第一”、“第二”等是用于区别类似的对象,而不用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便本申请的实施例能够以除了在这里图示或描述的那些以外的顺序实施,且“第一”、“第二”等所区分的对象通常为一类,并不限定对象的个数,例如第一对象可以是一个,也可以是多个。此外,说明书以及权利要求中“和/或”表示所连接对象的至少其中之一,字符“/”,一般表示前后关联对象是一种“或”的关系。The terms "first", "second", etc. in the specification and claims of this application are used to distinguish similar objects, and are not used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable under appropriate circumstances, so that the embodiments of the present application can be implemented in an order other than those illustrated or described here, and the objects distinguished by "first", "second", etc. are generally of one type, and the number of objects is not limited. For example, the first object can be one or more. In addition, "and/or" in the specification and claims represents at least one of the connected objects, and the character "/" generally indicates that the objects associated with each other are in an "or" relationship.

在利用二维或者2.5维方法提取多导体系统的寄生电容参数的流程中,通常根据集成电路的版图信息建立集成电路的二维几何结构物理模型。工业上的集成电路的版图信息可以利用多种存储格式(CFI,GDSⅡ,Oasis)存储在存储器中。存储器存储的集成电路的版图信息包含描述导体、介质的相关信息,所述导体、介质的相关信息包括导体的厚度、位置信息以及介质的厚度、位置和相对介电常数等信息,基于集成电路的版图文件提取里面的描述导体、介质的相应信息就可以构建需要的集成电路的二维几何结构模型。In the process of extracting the parasitic capacitance parameters of a multi-conductor system using a two-dimensional or 2.5-dimensional method, a two-dimensional geometric structure physical model of the integrated circuit is usually established based on the layout information of the integrated circuit. The layout information of industrial integrated circuits can be stored in a memory using a variety of storage formats (CFI, GDSⅡ, Oasis). The layout information of the integrated circuit stored in the memory contains relevant information describing the conductor and the medium, and the relevant information of the conductor and the medium includes the thickness and position information of the conductor and the thickness, position and relative dielectric constant of the medium. Based on the layout file of the integrated circuit, the corresponding information describing the conductor and the medium can be extracted to construct the required two-dimensional geometric structure model of the integrated circuit.

图1是根据本发明实施方式所建立的集成电路的二维几何结构模型的截面图。图2是根据本发明实施方式所建立的集成电路的二维几何结构模型的局部放大图。Fig. 1 is a cross-sectional view of a two-dimensional geometric structure model of an integrated circuit established according to an embodiment of the present invention. Fig. 2 is a partial enlarged view of a two-dimensional geometric structure model of an integrated circuit established according to an embodiment of the present invention.

参照图1、2所示,在所建立的集成电路的二维的几何结构物理模型的内部典型地标示有多个(示例为8个)导体及若干个介质,所述多个导体可分类为主导体(满足Dirichlet边界条件u=1)、环境导体(满足Dirichlet边界条件u=0)。1 and 2 , a plurality of (eight in the example) conductors and a number of dielectrics are typically marked inside the two-dimensional geometric structure physical model of the established integrated circuit. The plurality of conductors can be classified into main conductors (satisfying the Dirichlet boundary condition u=1) and ambient conductors (satisfying the Dirichlet boundary condition u=0).

从图1、2可以看出,沿着二维的几何结构物理模型的竖直方向分布有若干个条状的介质,所述若干个条状的介质沿水平方向延伸。所述若干个条状的介质的介电常数不同。As can be seen from Figures 1 and 2, a plurality of strip-shaped media are distributed along the vertical direction of the two-dimensional geometric structure physical model, and the plurality of strip-shaped media extend along the horizontal direction. The dielectric constants of the plurality of strip-shaped media are different.

对于图1所示的集成电路的二维几何结构物理模型,求解多导体系统的寄生电容参数,可按如下步骤完成:For the two-dimensional geometric structure physical model of the integrated circuit shown in Figure 1, solving the parasitic capacitance parameters of the multi-conductor system can be completed as follows:

(1)针对二维几何结构物理模型建立物理模型方程:(1) Establish the physical model equation for the two-dimensional geometric structure physical model:

(a)等式(1)表示电势u在二维几何结构物理模型的每个介质区域内满足拉普拉斯(Laplace)方程。(a) Equation (1) indicates that the electric potential u satisfies the Laplace equation in each dielectric region of the two-dimensional geometric structure physical model.

(b)等式(2)表示在二维几何结构物理模型中的各导体表面满足狄利克雷(Dirichlet)边界条件(在主导体表面u=1;在环境导体表面u=0)。(b) Equation (2) indicates that each conductor surface in the two-dimensional geometric structure physical model satisfies the Dirichlet boundary condition (u=1 on the main conductor surface; u=0 on the ambient conductor surface).

(c)等式(3)表示二维几何结构物理模型的各介质区域外边界上满足诺依曼(Neumann)边界条件。(c) Equation (3) indicates that the Neumann boundary conditions are satisfied on the outer boundaries of each medium region of the two-dimensional geometric structure physical model.

(d)等式(4)表示在二维几何结构物理模型的多个介质交界面上的电位移,电势连续条件,εa、εb分别为多个介质交界面两侧的介质的介电常数。(d) Equation (4) represents the electric displacement on multiple dielectric interfaces of the two-dimensional geometric structure physical model, the potential continuity condition, and ε a and ε b are the dielectric constants of the media on both sides of the multiple dielectric interfaces, respectively.

(2)基于步骤(1)建立的物理模型方程,利用数值方法计算每个介质区域边界上的电荷量(2) Based on the physical model equation established in step (1), the charge on the boundary of each dielectric region is calculated using numerical methods.

针对如上的物理模型方程,常用的提取寄生电容参数的数值方法包括:有限差分法(Finite Difference Method,FDM)、有限元法(Finite Element Method,FEM)、测量方程不变性方法(Measured Equation ofInvariance,MEI)、随机漫步方法(Random Walk或Monte Carlo)与边界元法(Boundary Element Method,BEM)等。For the above physical model equations, commonly used numerical methods for extracting parasitic capacitance parameters include: Finite Difference Method (FDM), Finite Element Method (FEM), Measured Equation of Invariance (MEI), Random Walk Method (Random Walk or Monte Carlo) and Boundary Element Method (BEM).

其中,边界元法是在经典积分方程法和有限元方法基础上发展起来的一种偏微分方程数值解法。边界元素法的基本思路是:将计算区域内的微分方程变换为区域边界上的积分方程;然后将区域边界剖分为有限大小的边界元素,从而将边界积分方程离散化为线性代数方程组,并经求解线性方程组而得到边界节点物理量。Among them, the boundary element method is a numerical solution method for partial differential equations developed on the basis of the classical integral equation method and the finite element method. The basic idea of the boundary element method is to transform the differential equations in the calculation area into integral equations on the boundary of the area; then divide the boundary of the area into boundary elements of finite size, thereby discretizing the boundary integral equations into a system of linear algebraic equations, and obtain the physical quantities of the boundary nodes by solving the linear equations.

边界元法可分为直接边界元法(DBEM)和间接边界元法(IBEM)。在本发明一典型示例中,利用直接边界元法(DBEM)提取多导体系统的寄生电容参数。The boundary element method can be divided into direct boundary element method (DBEM) and indirect boundary element method (IBEM). In a typical example of the present invention, the direct boundary element method (DBEM) is used to extract the parasitic capacitance parameters of the multi-conductor system.

更具体地,在本发明利用直接边界元法提取多导体系统的寄生电容参数的流程中,首先根据格林(Green)第二公式可将方程(1)转化为如下边界积分方程:More specifically, in the process of extracting the parasitic capacitance parameters of a multi-conductor system using the direct boundary element method of the present invention, firstly, equation (1) can be converted into the following boundary integral equation according to Green's second formula:

∫uq*-u*qds=-csus (5)∫uq * -u * qds=-c s u s (5)

等式(5)中带*变量为源点(介质区域中的网格线段中点)s处基本解对应的场分布函数,us是源点s的电势。若源点s在图1的介质区域内,系数cs=1,若源点在图1的介质区域边界上,系数cs=1/2。The variable with * in equation (5) is the field distribution function corresponding to the basic solution at the source point s (the midpoint of the grid line segment in the dielectric region), and u s is the electric potential of the source point s. If the source point s is in the dielectric region of Figure 1, the coefficient c s = 1; if the source point is on the boundary of the dielectric region of Figure 1, the coefficient c s = 1/2.

将公式(5)在图1所示的集成电路的二维几何结构物理模型的每一个介质区域上离散,可得针对每一个介质区域的离散化的积分方程。By discretizing formula (5) on each dielectric region of the two-dimensional geometric structure physical model of the integrated circuit shown in FIG. 1 , a discretized integral equation for each dielectric region can be obtained.

将针对每一个介质区域的离散化的积分方程与公式(4)组合成多个线性方程组,对每一个线性方程组求解即可计算出每个介质边界上的电荷量。The discretized integral equation for each medium region is combined with formula (4) into multiple linear equations. By solving each linear equation, the charge on each medium boundary can be calculated.

(3)根据计算出每个介质边界上的电荷量,对图1所示的集成电路的二维几何结构物理模型中的多个导体的每一个导体边界上的电荷量进行数值积分即可得到每一个导体的寄生电容参数(电容值)。(3) Based on the calculated charge on each dielectric boundary, the charge on each conductor boundary of multiple conductors in the two-dimensional geometric structure physical model of the integrated circuit shown in FIG. 1 is numerically integrated to obtain the parasitic capacitance parameter (capacitance value) of each conductor.

在以往利用二维或者2.5维方法提取多导体系统的寄生电容参数的流程中,对二维几何结构物理模型的每一个介质区域都要进行网格剖分,在利用数值方法求解多个导体的寄生电容参数时,随着网格单元数量增加,数值方法中所使用的线性方程组的维数也越大,求解过程计算大、耗时也会更久。In the past, when extracting the parasitic capacitance parameters of a multi-conductor system using two-dimensional or 2.5-dimensional methods, each dielectric region of the two-dimensional geometric structure physical model must be meshed. When using numerical methods to solve the parasitic capacitance parameters of multiple conductors, as the number of grid cells increases, the dimension of the linear equations used in the numerical method also increases, and the solution process is computationally intensive and time-consuming.

对此,在本发明的提取多导体系统的寄生电容参数的流程中,针对一些介质区域作等效介质合并,合并后的介质区域可以根据面积比重新计算介质的介电常数,由此加快寄生电容参数的提取速度。In this regard, in the process of extracting parasitic capacitance parameters of a multi-conductor system of the present invention, equivalent dielectric merging is performed for some dielectric regions, and the dielectric constant of the merged dielectric regions can be recalculated according to the area ratio, thereby speeding up the extraction of parasitic capacitance parameters.

下面详细描述根据本发明对多导体系统的寄生电容参数进行快速提取的实现流程。The following describes in detail the implementation process of quickly extracting parasitic capacitance parameters of a multi-conductor system according to the present invention.

如图3所示,其中A、B、C为集成电路的二维几何结构的物理模型中的三个不同的介质区域;介质区域B中例示的四个矩形块1、2、3、4为导体。As shown in FIG. 3 , A, B, and C are three different dielectric regions in the physical model of the two-dimensional geometric structure of the integrated circuit; the four rectangular blocks 1, 2, 3, and 4 illustrated in the dielectric region B are conductors.

本发明中介质区域中的导体包括主导体2和环境导体1、3、4,对主导体2和环境导体1、3、4分别设定不同的电压。In the present invention, the conductors in the dielectric region include a main conductor 2 and environmental conductors 1, 3, 4, and different voltages are set for the main conductor 2 and the environmental conductors 1, 3, 4 respectively.

在一具体实施例中,在以矩形块2为主导体进行例如利用直接边界元法的寄生电容参数的数值计算时,将主导体2设置非零V的单位电压,并且将矩形块1、3、4设定为环境导体,对环境导体1、3、4进行例如利用直接边界元法的寄生电容参数的数值计算时,将环境导体1、3、4均设置0V的电压,通过对主导体2和环境导体1、3、4分别设置单位电压和0V电压,如上所述,通过例如利用直接边界元法的数值算法求解出的电荷值在主导体2、环境导体1、3、4的各边界上进行数值积分后得到的就是相应导体的寄生电容参数(电容值)。In a specific embodiment, when the numerical calculation of parasitic capacitance parameters is performed with the rectangular block 2 as the main conductor, for example, using the direct boundary element method, the main conductor 2 is set to a unit voltage of non-zero V, and the rectangular blocks 1, 3, 4 are set as environmental conductors. When the numerical calculation of parasitic capacitance parameters is performed on the environmental conductors 1, 3, 4, for example, using the direct boundary element method, the environmental conductors 1, 3, 4 are all set to a voltage of 0V. By setting the unit voltage and 0V voltage to the main conductor 2 and the environmental conductors 1, 3, 4, respectively, as described above, the charge value solved by, for example, using the numerical algorithm of the direct boundary element method is numerically integrated on each boundary of the main conductor 2 and the environmental conductors 1, 3, 4 to obtain the parasitic capacitance parameters (capacitance values) of the corresponding conductors.

在本发明中,为了加快寄生电容参数的提取速度,首先利用数值方法,例如边界元法求得图3所示的二维几何结构的物理模型内任一点的电压u的数值模拟图。如图4所示,在导体1和导体2,导体2和导体3之间电压值有剧烈的变化,在介质A和介质C区域内变化比较均匀。In the present invention, in order to speed up the extraction of parasitic capacitance parameters, a numerical method, such as a boundary element method, is first used to obtain a numerical simulation diagram of the voltage u at any point in the physical model of the two-dimensional geometric structure shown in Figure 3. As shown in Figure 4, the voltage values between conductor 1 and conductor 2, and between conductor 2 and conductor 3 change dramatically, and the changes in the medium A and medium C regions are relatively uniform.

同理根据公式(6):Similarly, according to formula (6):

可求得图3所示的二维几何结构物理模型内任一点的电荷的数值模拟图,如图5所示。The numerical simulation diagram of the charge at any point in the two-dimensional geometric structure physical model shown in FIG3 can be obtained, as shown in FIG5 .

从图5可以直观看出,在距离介质区域B上的主导体2、环境导体1,3,4远的A,C介质区域,电场线基本成垂直走向。It can be seen intuitively from FIG5 that in the dielectric regions A and C which are far away from the main conductor 2 and the environmental conductors 1, 3, 4 on the dielectric region B, the electric field lines are basically vertical.

从图4的电压u的数值模拟图和图5的电荷的数值模拟图可以得出如下结论:在距离介质区域B上的各导体1,2,3,4远的A,C介质区域,电荷值大小很小,变化比较均匀,对这样的介质区域可以在满足条件的情况下进行合并。From the numerical simulation diagram of voltage u in FIG4 and the numerical simulation diagram of charge in FIG5 , the following conclusion can be drawn: in dielectric regions A and C that are far away from the conductors 1, 2, 3, and 4 on dielectric region B, the charge values are very small and vary relatively evenly. Such dielectric regions can be merged if the conditions are met.

如图6所示,为了判断集成电路的二维几何结构的物理模型中的相应介质区域是否能够合并,本发明首先计算集成电路的二维几何结构的物理模型中的各介质和导体的拓扑信息。As shown in FIG6 , in order to determine whether corresponding dielectric regions in the physical model of the two-dimensional geometric structure of the integrated circuit can be merged, the present invention first calculates the topological information of each dielectric and conductor in the physical model of the two-dimensional geometric structure of the integrated circuit.

在一具体实施例中,本发明计算集成电路的二维几何结构的物理模型中的各介质和导体的拓扑信息包括:计算主导体的厚度,各介质的厚度;以及主导体与不同介质之间的垂直距离。In a specific embodiment, the present invention calculates the topological information of each medium and conductor in the physical model of the two-dimensional geometric structure of the integrated circuit, including: calculating the thickness of the main conductor, the thickness of each medium; and the vertical distance between the main conductor and different mediums.

更具体地,在本发明中,基于主导体获取拓扑信息,例如计算主导体的厚度计作H,计算每个介质的厚度计作hi,计算每个介质与主导体的垂直距离计作di,判断介质i能否合并需满足必要条件即More specifically, in the present invention, the topological information is obtained based on the main conductor, for example, the thickness of the main conductor is calculated as H, the thickness of each medium is calculated as h i , and the vertical distance between each medium and the main conductor is calculated as d i . It is determined whether the medium i can be merged only if the necessary conditions are met, that is,

di>K*H (7)d i >K*H (7)

其中,K是设定的比例系数,例如将K设定为4。Here, K is a set proportional coefficient, for example, K is set to 4.

通过试验,本发明中选主导体的厚度作为基准,介质离主导体“足够远(>4倍主导体厚度)”,这样进行截肢合并导致的数值误差较小。Through experiments, the thickness of the main conductor is selected as a reference in the present invention, and the medium is "far enough away (>4 times the thickness of the main conductor)" from the main conductor, so that the numerical error caused by amputation and merging is small.

将二维几何结构的物理模型中层叠分布的各介质按从底部到顶部排序,若介质i满足上述必要条件,则介质i的相邻介质(例如上层介质)也必定满足上述必要条件。可选的,当介质i满足离主导体厚度四倍的距离时,可以认为i+1等往上的介质都满足上述必要条件。The stacked media in the physical model of the two-dimensional geometric structure are sorted from bottom to top. If medium i meets the above necessary conditions, then the adjacent media of medium i (such as the upper layer medium) must also meet the above necessary conditions. Optionally, when medium i meets the distance of four times the thickness of the main conductor, it can be considered that the media i+1 and above meet the above necessary conditions.

下一步就可判断The next step is to determine

max(hi,hi+1)/min(hi,hi+1)>8 (8)max( hi ,hi +1 )/min( hi ,hi +1 )>8 (8)

其中,hi,hi+1为i层、i+1层介质的厚度;Wherein, hi , hi +1 are the thickness of the i-layer and i+1-layer dielectrics;

若介质i和介质i+1还满足上述厚度比公式(8),则可以将此两个介质合并为一个介质。然后,对于二维几何结构的物理模型中层叠分布的其他介质,从hi+1层介质开始往上再依次循环处理上层介质即可,最后将处理后的二维几何结构的物理模型(包含导体和介质的全部信息)传给Solver软件利用场求解器基于合并后的介质求解各导体的电容即可。在利用场求解器基于合并后的介质求解各导体的电容中,对于新合并的介质,按如下公式计算介电常数:(其中si为介质i的面积,eri为介质i的介电常数。If medium i and medium i+1 also satisfy the above thickness ratio formula (8), the two media can be merged into one medium. Then, for other media distributed in layers in the physical model of the two-dimensional geometric structure, the upper media can be processed in a loop starting from the hi+1 layer of medium. Finally, the processed physical model of the two-dimensional geometric structure (including all information of the conductor and the medium) is passed to the Solver software to use the field solver to solve the capacitance of each conductor based on the merged medium. In solving the capacitance of each conductor based on the merged medium using the field solver, for the newly merged medium, the dielectric constant is calculated according to the following formula: (Where si is the area of medium i, er i is the dielectric constant of medium i.

图7示出了本发明对多导体系统的寄生电容参数进行快速提取的流程图。FIG. 7 shows a flow chart of the present invention for quickly extracting parasitic capacitance parameters of a multi-conductor system.

下面参照图7所示的本发明对多导体系统的寄生电容参数进行快速提取的流程图,并结合一个具体的实例说明本发明通过等效介质合并来加快电容求解速度的方法,操作流程包括如下步骤:The following is a flowchart of the present invention for quickly extracting parasitic capacitance parameters of a multi-conductor system, as shown in FIG. 7 , and a method of the present invention for accelerating the capacitance solution speed by merging equivalent dielectrics is described in conjunction with a specific example. The operation process includes the following steps:

(S1)获取集成电路版图数据,基于获取集成电路版图数据构建集成电路的二维几何结构的物理模型,其中所述物理模型包含各类导体(主导体,环境导体)、层叠分布的介质等信息。(S1) obtaining integrated circuit layout data, and constructing a physical model of the two-dimensional geometric structure of the integrated circuit based on the obtained integrated circuit layout data, wherein the physical model includes information such as various conductors (main conductors, environmental conductors), stacked and distributed media, etc.

可以理解的是,本发明基于所述物理模型能够获取各介质和导体的拓扑信息,例如各类导体及介质的相应几何特性、电学特性等信息。所述几何特性包括厚度,介质和导体的几何点的坐标(如导体是矩形,则几个信息包括导体的四个顶点的坐标信息(xi,yi)),电学特性包括电压、介电常数等。It is understandable that the present invention can obtain the topological information of each medium and conductor based on the physical model, such as the corresponding geometric characteristics, electrical characteristics and other information of various conductors and media. The geometric characteristics include thickness, coordinates of geometric points of the medium and conductor (such as the conductor is a rectangle, then the information includes the coordinate information of the four vertices of the conductor (xi, yi)), and the electrical characteristics include voltage, dielectric constant and the like.

图1示例的集成电路的二维几何结构的物理模型中,内部有八个导体,其中将一个导体特殊标注/设定为主导体,其边界上设置了1V的电压,将其余七个导体标注/设定为环境导体,其边界上设置了0V的电压;除上述导体外的其余区域皆为层叠分布的条状介质区域,并且各介质的彼此介电常数不同。In the physical model of the two-dimensional geometric structure of the integrated circuit shown in the example of FIG1 , there are eight conductors inside, one of which is specially marked/set as the main conductor, and a voltage of 1V is set on its boundary, and the remaining seven conductors are marked/set as environmental conductors, and a voltage of 0V is set on their boundaries; except for the above-mentioned conductors, the remaining areas are all stacked strip dielectric areas, and the dielectric constants of the dielectrics are different from each other.

(S2)根据构建的集成电路的二维几何结构的物理模型,计算各介质和导体的拓扑信息。(S2) Calculating topological information of each medium and conductor based on the physical model of the constructed two-dimensional geometric structure of the integrated circuit.

在本发明中一可实现方式中,如图6所示:计算各介质和导体的拓扑信息包括:计算主导体d的厚度H,介质A和介质B的厚度h1、h2;以及主导体到介质A的距离、主导体到介质B的距离;In one implementation of the present invention, as shown in FIG6 : calculating the topological information of each medium and conductor includes: calculating the thickness H of the main conductor d, the thickness h1 and h2 of the medium A and the medium B; and the distance from the main conductor to the medium A, and the distance from the main conductor to the medium B;

(S3)根据第2步计算的拓扑信息,判断介质A和介质B是否满足如下两个条件:(S3) Based on the topological information calculated in step 2, determine whether medium A and medium B meet the following two conditions:

(1)d_i>4*H (7)(1)d_i>4*H (7)

(2)max(h_A,h_B)/min(h_A,h_B)>8 (8)(2)max(h_A,h_B)/min(h_A,h_B)>8 (8)

如果判断满足上述两个条件(1)、(2),将介质A和介质B合并为一个介质C。If it is determined that the above two conditions (1) and (2) are met, medium A and medium B are merged into one medium C.

在利用场求解器基于合并后的介质求解各导体的电容中,对于介质C的介电常数,利用如下公式进行计算:(其中SA为介质A的面积,FrA为介质A的介电常数。When solving the capacitance of each conductor based on the merged medium using the field solver, the dielectric constant of the medium C is calculated using the following formula: (Where SA is the area of medium A, Fr A is the dielectric constant of medium A.

如果判断以上条件有任何一个不满足,则对介质A和介质B不做合并处理。If it is determined that any of the above conditions is not met, medium A and medium B will not be merged.

(S4)将第3步处理后的几何信息(导体的位置信息,介质的位置信息以及对应的介电常数)传给用直接边界元法写的Solver软件求解电容。(S4) The geometric information processed in step 3 (the position information of the conductor, the position information of the medium and the corresponding dielectric constant) is transmitted to the Solver software written by the direct boundary element method to solve the capacitance.

采用本发明等效介质合并,可以将介质区域数量越少,从而减少网格单元数量,达到降低方程组未知量的数目,进一步提升软件的性能。By adopting the equivalent medium merging of the present invention, the number of medium regions can be reduced, thereby reducing the number of grid cells, thereby reducing the number of unknown quantities in the equation group and further improving the performance of the software.

对此,在本发明的提取多导体系统的寄生电容参数的流程中,针对一些介质区域作等效介质合并,合并后的介质区域可以根据面积比重新计算介质的介电常数,由此加快寄生电容参数的提取速度。In this regard, in the process of extracting parasitic capacitance parameters of a multi-conductor system of the present invention, equivalent dielectric merging is performed for some dielectric regions, and the dielectric constant of the merged dielectric regions can be recalculated according to the area ratio, thereby speeding up the extraction of parasitic capacitance parameters.

下表记录了对集成电路二维几何结构模型中的介质不做合并处理和经过本发明的上述方法处理后传给直接边界元法写的Solver软件求解出电容结果对比。对“远距离”(即各介质到主导体的距离大于4倍主导体厚度)的介质进行合并处理,引入的数值误差微乎其微,但软件性能提升却很大,针对图1所示的几何结构模型,处理前软件需用时0.6s,经过上述方法处理后,软件仅用0.2s即可计算出电容值,速度有3倍的提升。The following table records the comparison of the capacitance results obtained by the Solver software written by the direct boundary element method without merging the dielectrics in the two-dimensional geometric structure model of the integrated circuit and after being processed by the above method of the present invention. The numerical error introduced by merging the dielectrics of "long distance" (i.e., the distance between each dielectric and the main conductor is greater than 4 times the thickness of the main conductor) is negligible, but the software performance is greatly improved. For the geometric structure model shown in Figure 1, the software takes 0.6s before processing, and after being processed by the above method, the software can calculate the capacitance value in only 0.2s, which is 3 times faster.

表1电容值误差试验对比结果Table 1 Comparison results of capacitance value error test

导体名称Conductor Name 默认default 等效介质合并Equivalent medium merger 误差error mastermaster 0.2563870.256387 0.2564920.256492 0.041%0.041% c2c2 -0.001235-0.001235 -0.00123688-0.00123688 0.178%0.178% c3c3 -0.163498-0.163498 -0.163526-0.163526 0.017%0.017% c4c4 -0.002675-0.002675 -0.00268222-0.00268222 0.281%0.281% lbEnvlbEnv -0.013931-0.013931 -0.0139611-0.0139611 0.215%0.215% ltEnvltEnv -0.003196-0.003196 -0.00317018-0.00317018 -0.816%-0.816% rbEnvrbEnv -0.001553-0.001553 -0.0015659-0.0015659 0.806%0.806% rtEnvrtEnv -0.001112-0.001112 -0.00110815-0.00110815 -0.316%-0.316%

本发明还提供一种多导体系统的寄生电容参数提取方法的装置,所述装置可以通过一般的计算机或计算机系统来实现,所述计算机或计算机系统具有输入装置、显示装置、外部I/F、通信I/F、处理器以及存储器。这些各硬件以能够经由总线进行通信的方式彼此连接。The present invention also provides a device for extracting parasitic capacitance parameters of a multi-conductor system, which can be implemented by a general computer or computer system, wherein the computer or computer system has an input device, a display device, an external I/F, a communication I/F, a processor, and a memory. These hardware are connected to each other in a manner that allows communication via a bus.

其中,所述处理器为计算机内部CPU,或专用CPU、DSP等处理部件。所述存储器装置,包括计算机可读存储介质,如计算机只读存储器(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、磁碟或者光盘等。The processor is a computer's internal CPU, or a dedicated CPU, DSP or other processing unit. The memory device includes a computer-readable storage medium, such as a computer read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk.

所述存储器上储存有在所述处理器上运行的程序,所述处理器运行所述程序时执行上述的多导体系统的寄生电容参数提取方法的流程。The memory stores a program running on the processor, and the processor executes the process of the parasitic capacitance parameter extraction method of the multi-conductor system when running the program.

本发明还提供一种可读存储介质,所述可读存储介质上存储有程序或指令,该程序或指令被处理器执行时实现上述对多组平行端口间的布线进行电阻补偿的方法的各个过程,且能达到相同的技术效果,为避免重复,这里不再赘述。The present invention also provides a readable storage medium, on which a program or instruction is stored. When the program or instruction is executed by a processor, each process of the above-mentioned method for resistance compensation of wiring between multiple groups of parallel ports is implemented, and the same technical effect can be achieved. To avoid repetition, it will not be repeated here.

上面结合附图对本申请的实施例进行了描述,但是本申请并不局限于上述的具体实施方式,上述的具体实施方式仅仅是示意性的,而不是限制性的,本领域的普通技术人员在本申请的启示下,在不脱离本申请宗旨和权利要求所保护的范围情况下,还可做出很多形式,均属于本申请的保护之内。The embodiments of the present application are described above in conjunction with the accompanying drawings, but the present application is not limited to the above-mentioned specific implementation methods. The above-mentioned specific implementation methods are merely illustrative and not restrictive. Under the guidance of the present application, ordinary technicians in this field can also make many forms without departing from the purpose of the present application and the scope of protection of the claims, all of which are within the protection of the present application.

Claims (6)

1. The parasitic capacitance parameter extraction method of the multi-conductor system is characterized by comprising the following steps of:
Constructing a physical model of a two-dimensional geometry of the integrated circuit based on integrated circuit layout data, wherein the physical model of the two-dimensional geometry comprises a plurality of conductors and a plurality of mediums;
calculating a numerical simulation diagram of voltage and charge at any point in a physical model of the two-dimensional geometric structure;
Determining a plurality of media to be combined candidate based on the numerical simulation diagram of the voltage and the charge;
Judging whether a plurality of media to be combined candidate meets the following conditions:
(1)d_i>K*H
Wherein d_i is the thickness of the i-th medium in the physical model of the two-dimensional geometric structure, H is the thickness of the conductor, K is a preset proportionality coefficient,
(2)max(h_i,h_(i+1))/min(h_i,h_(i+1))>8
Where h_i is the distance of the conductor from the ith medium, h_ (i+1) is the distance of the conductor from the ith+1th medium,
If the medium i and the medium i+1 are judged to meet the conditions (1) and (2), combining the medium i and the medium i+1 into one medium; and
And solving parasitic capacitance parameters of each conductor in a physical model of the two-dimensional geometry of the integrated circuit based on the combined media.
2. The method of extracting parasitic capacitance parameters of a multi-conductor system according to claim 1, further comprising solving, with a field solver, the parasitic capacitance parameters of each conductor based on the combined media, wherein the dielectric constant of the combined media is calculated as follows: where s i is the area of medium i and er i is the dielectric constant of medium i.
3. The method for extracting parasitic capacitance parameters of a multi-conductor system according to claim 1, wherein,
And the charge values of the media to be combined candidate are smaller than a preset value.
4. The method for extracting parasitic capacitance parameters of a multi-conductor system according to claim 1, further comprising,
And calculating the charge quantity on each medium boundary by using a boundary element method for a physical model of the two-dimensional geometric structure of the integrated circuit containing the merged medium, and then carrying out numerical integration on the charge quantity on each conductor boundary to extract the parasitic capacitance parameters of each conductor.
5. A parasitic capacitance parameter extraction apparatus of a multi-conductor system, comprising a memory and a processor, the memory having stored thereon a computer program running on the processor, the processor executing the steps of the parasitic capacitance parameter extraction method of a multi-conductor system according to any one of claims 1-4 when the computer program is run.
6. A computer readable storage medium having stored thereon a computer program which, when run, performs the steps of the parasitic capacitance parameter extraction method of a multi-conductor system as claimed in any one of claims 1-4.
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