CN105785724A - Mask graph optimization method, optimal focal plane position measurement method and system - Google Patents
Mask graph optimization method, optimal focal plane position measurement method and system Download PDFInfo
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- G03F—PHOTOMECHANICAL PRODUCTION OF TEXTURED OR PATTERNED SURFACES, e.g. FOR PRINTING, FOR PROCESSING OF SEMICONDUCTOR DEVICES; MATERIALS THEREFOR; ORIGINALS THEREFOR; APPARATUS SPECIALLY ADAPTED THEREFOR
- G03F7/00—Photomechanical, e.g. photolithographic, production of textured or patterned surfaces, e.g. printing surfaces; Materials therefor, e.g. comprising photoresists; Apparatus specially adapted therefor
- G03F7/70—Microphotolithographic exposure; Apparatus therefor
- G03F7/70058—Mask illumination systems
- G03F7/70125—Use of illumination settings tailored to particular mask patterns
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- G03—PHOTOGRAPHY; CINEMATOGRAPHY; ANALOGOUS TECHNIQUES USING WAVES OTHER THAN OPTICAL WAVES; ELECTROGRAPHY; HOLOGRAPHY
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- G03F7/00—Photomechanical, e.g. photolithographic, production of textured or patterned surfaces, e.g. printing surfaces; Materials therefor, e.g. comprising photoresists; Apparatus specially adapted therefor
- G03F7/70—Microphotolithographic exposure; Apparatus therefor
- G03F7/70483—Information management; Active and passive control; Testing; Wafer monitoring, e.g. pattern monitoring
- G03F7/70491—Information management, e.g. software; Active and passive control, e.g. details of controlling exposure processes or exposure tool monitoring processes
- G03F7/70508—Data handling in all parts of the microlithographic apparatus, e.g. handling pattern data for addressable masks or data transfer to or from different components within the exposure apparatus
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- G03F—PHOTOMECHANICAL PRODUCTION OF TEXTURED OR PATTERNED SURFACES, e.g. FOR PRINTING, FOR PROCESSING OF SEMICONDUCTOR DEVICES; MATERIALS THEREFOR; ORIGINALS THEREFOR; APPARATUS SPECIALLY ADAPTED THEREFOR
- G03F7/00—Photomechanical, e.g. photolithographic, production of textured or patterned surfaces, e.g. printing surfaces; Materials therefor, e.g. comprising photoresists; Apparatus specially adapted therefor
- G03F7/70—Microphotolithographic exposure; Apparatus therefor
- G03F7/70483—Information management; Active and passive control; Testing; Wafer monitoring, e.g. pattern monitoring
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Abstract
本发明提供一种掩膜图形的优化方法及系统,采用的目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率,该目标函数以光刻成像理论为基础并结合最优化算法,以投影物镜系统最佳焦平面位置的测量灵敏度的评价函数,获得与照明方式相匹配的具有优化的透过率和相位的掩膜图形,可以有效提高部分相干光源照明条件下的最佳焦平面位置的测量灵敏度。同时,通过该优化方法获得的掩膜图形是基于相移掩膜测量原理,在用于最佳焦平面位置的测量时,不需要专门的测量设备和复杂的传感器,可以有效的降低测量成本。
The present invention provides a method and system for optimizing a mask pattern. The objective function adopted is the partial coherent light source illumination, and the difference between the offset of the pattern position corresponding to the spatial image intensity distribution of the lithography under different defocus amounts within the predetermined focal depth range. The slope of the focal amount, the objective function is based on the lithographic imaging theory and combined with the optimization algorithm, and the evaluation function of the measurement sensitivity of the best focal plane position of the projection objective lens system is used to obtain an optimized transmittance that matches the illumination method The mask pattern of phase and phase can effectively improve the measurement sensitivity of the best focal plane position under the illumination condition of partially coherent light source. At the same time, the mask pattern obtained by this optimization method is based on the principle of phase-shift mask measurement. When used for the measurement of the best focal plane position, it does not require special measurement equipment and complex sensors, which can effectively reduce the measurement cost.
Description
技术领域technical field
本发明涉及光刻系统,特别涉及一种掩膜图形的获取方法、最佳焦平面位置测量方法及系统。The invention relates to a photolithography system, in particular to a method for acquiring a mask pattern, a method and a system for measuring the best focal plane position.
背景技术Background technique
光刻机是集成电路制造中的重要设备,光刻机的性能决定了集成电路制造中器件的特征尺寸。在光刻机中投影物镜系统是核心部件,其主要功能是通过聚焦实现曝光,从而将掩膜版上的掩膜图形按照一定比例成像到要加工的对象上。The lithography machine is an important equipment in the manufacture of integrated circuits, and the performance of the lithography machine determines the feature size of the devices in the manufacture of integrated circuits. The projection objective lens system is the core component in the lithography machine, and its main function is to achieve exposure through focusing, so that the mask pattern on the mask plate is imaged on the object to be processed according to a certain ratio.
光刻机的投影物镜系统的焦深在一定的范围内,尤其是随着光刻技术发展到20nm以及以下技术节点,光刻机的焦深在60nm以下。而焦深的大小决定了成像的尺寸,在通常情况下,实际的成像焦平面相对于最佳焦平面位置会存在偏移情况,通过检测最佳焦平面位置可以进行焦平面位置偏移的检测以及控制,进而提高光刻曝光质量和图形保真度。The depth of focus of the projection objective lens system of the lithography machine is within a certain range, especially as the lithography technology develops to the technology node of 20nm and below, the depth of focus of the lithography machine is below 60nm. The depth of focus determines the size of the image. In general, the actual imaging focal plane will deviate from the position of the best focal plane. By detecting the position of the best focal plane, the position of the focal plane can be detected. and control to improve lithography exposure quality and pattern fidelity.
在现有技术中,公开了一种基于相移掩膜的光栅结构,通过光栅结构测量投影物镜系统的最佳焦平面位置,然而,该方法只有在部分相干因子较小的照明方式下才能得到较高的测量灵敏度,而在业界广泛采用的离轴照明方式下测量灵敏度差,无法获得满意的测量结果。在其他一些方法中,具有较好的灵敏度,然而却需要专门的测量设备和复杂的传感器系统来完成,检测成本过高。In the prior art, a grating structure based on a phase shift mask is disclosed, through which the optimal focal plane position of the projection objective lens system is measured, however, this method can only be obtained under the illumination mode with a small partial coherence factor High measurement sensitivity, while the measurement sensitivity is poor under the off-axis illumination method widely used in the industry, and satisfactory measurement results cannot be obtained. In some other methods, it has better sensitivity, but it needs special measuring equipment and complex sensor system to complete, and the detection cost is too high.
发明内容Contents of the invention
有鉴于此,本发明的目的在于提供一种最佳焦平面的测量优化方法,测量灵敏度高且检测成本低。In view of this, the object of the present invention is to provide a method for optimizing the measurement of the best focal plane, which has high measurement sensitivity and low detection cost.
为实现上述目的,本发明有如下技术方案:To achieve the above object, the present invention has the following technical solutions:
一种掩膜图形的优化方法,所述掩膜图形用于最佳焦平面位置的测量,包括:A method for optimizing a mask pattern, the mask pattern being used for the measurement of the best focal plane position, comprising:
S01,提供初始掩膜图形上的不同区域的预设的透过率和相位,初始掩膜图形对应相移掩膜;S01, providing preset transmittance and phase of different regions on the initial mask pattern, where the initial mask pattern corresponds to a phase shift mask;
S02,建立目标函数,获得预设的透过率和相位下的目标函数值,该目标函数值为当前目标函数值,其中,目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率;S02, establish an objective function, obtain the objective function value under the preset transmittance and phase, the objective function value is the current objective function value, wherein the objective function is partial coherent light source illumination, and different defocus amounts within the predetermined focal depth range The slope of the graphic position offset to the defocus amount corresponding to the intensity distribution of the lower lithographic aerial image;
S03,以预设的透过率和相位为起始点,在优化算法的预设条件下,利用优化算法获得优化后的透过率和相位;S03, taking the preset transmittance and phase as the starting point, and using the optimization algorithm to obtain the optimized transmittance and phase under the preset conditions of the optimization algorithm;
S04,通过目标函数获得优化后的透过率和相位下的目标函数值,该目标函数值为优化目标函数值;S04, obtaining an objective function value under the optimized transmittance and phase through an objective function, where the objective function value is an optimized objective function value;
S05,根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位参数;S05, according to the difference between the current objective function value and the optimized objective function value, determine whether the optimized transmittance and phase are the transmittance and phase parameters of the optimal mask pattern;
若否,则重新设定优化算法的预设条件,将优化后的透过率和相位作为预设的透过率和相位,并返回步骤S03。If not, reset the preset conditions of the optimization algorithm, use the optimized transmittance and phase as the preset transmittance and phase, and return to step S03.
可选地,部分相干光源的光源面被划分为多个光源点,所述光刻空间像强度分布为每个光源点下光刻空间像强度分布的叠加。Optionally, the light source surface of the partially coherent light source is divided into multiple light source points, and the intensity distribution of the lithography aerial image is a superposition of the intensity distribution of the lithography aerial image under each light source point.
可选地,部分相干光源的光源面被划分为多个光源点的方法包括:Optionally, the method for dividing the light source surface of the partially coherent light source into multiple light source points includes:
取部分相干光源的光源面的外切正方形,将外切正方形栅格化分为正方形子区域,将每个正方形子区域的中心点作为一个光源点。Take the circumscribed square of the light source surface of the partially coherent light source, rasterize the circumscribed square into square sub-areas, and use the center point of each square sub-area as a light source point.
可选地,优化算法包括模拟退火算法、遗传算法、蚁群算法、梯度算法。Optionally, the optimization algorithm includes a simulated annealing algorithm, a genetic algorithm, an ant colony algorithm, and a gradient algorithm.
可选地,优化算法为模拟退火算法,根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位参数包括:Optionally, the optimization algorithm is a simulated annealing algorithm. According to the difference between the current objective function value and the optimized objective function value, it is determined whether the optimized transmittance and phase are optimal mask graphics. The transmittance and phase parameters include:
判断当前目标函数值和优化目标函数值的差值△f是否不小于0,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位;Judging whether the difference △f between the current objective function value and the optimized objective function value is not less than 0, if so, then determine that the optimized transmittance and phase are the transmittance and phase of the optimal mask pattern;
若△f小于0,则判断e(△f/T0)是否大于0-1之间的随机数,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位参数,T0为模拟退火的当前温度。If △f is less than 0, judge whether e (△f/T0) is greater than a random number between 0-1, and if so, determine that the optimized transmittance and phase are the transmittance and phase of the optimal mask pattern parameter, T 0 is the current temperature of simulated annealing.
可选地,在判断e(△f/T0)是否大于0-1之间的随机数之后还包括:若小于所述随机数,则判断是否满足预定终止条件,若是,则进入终止优化步骤。Optionally, after judging whether e (Δf/T0) is greater than a random number between 0-1, it further includes: if it is smaller than the random number, judging whether a predetermined termination condition is met, and if so, entering the step of terminating optimization.
此外,本发明还提供一种掩膜图形的优化系统,所述掩膜图形用于最佳焦平面位置的测量,其包括:In addition, the present invention also provides a mask pattern optimization system, the mask pattern is used for the measurement of the best focal plane position, which includes:
初始掩膜图形提供单元,用于提供初始掩膜图形上的不同区域的预设的透过率和相位,初始掩膜图形对应相移掩膜;The initial mask pattern providing unit is configured to provide preset transmittance and phase of different regions on the initial mask pattern, and the initial mask pattern corresponds to a phase shift mask;
目标函数建立单元,用于建立目标函数,其中,目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率;The objective function establishment unit is used to establish an objective function, wherein the objective function is the partial coherent light source illumination, and the difference between the defocus amount and the graphic position offset corresponding to the photolithographic spatial image intensity distribution under different defocus amounts within the predetermined focal depth range slope;
当前目标函数值获取单元,用于获得预设的透过率和相位下的目标函数值,该目标函数值为当前目标函数值;The current objective function value acquisition unit is used to obtain the objective function value under the preset transmittance and phase, and the objective function value is the current objective function value;
优化单元,用于以预设的透过率和相位为起始点,在优化算法的预设条件下,利用优化算法获得优化后的透过率和相位;The optimization unit is used to use the preset transmittance and phase as the starting point, and use the optimization algorithm to obtain the optimized transmittance and phase under the preset conditions of the optimization algorithm;
优化目标函数值获取单元,用于通过目标函数获得优化后的透过率和相位下的目标函数值,该目标函数值为优化目标函数值;An optimized objective function value acquisition unit is used to obtain the optimized objective function value under the transmittance and phase through the objective function, and the objective function value is an optimized objective function value;
最优掩膜图形判断单元,用于根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位参数;The optimal mask pattern judging unit is used to determine whether the optimized transmittance and phase are the transmittance and phase parameters of the optimal mask pattern according to the difference between the current objective function value and the optimized objective function value;
预设条件重设单元,用于优化后的透过率和相位不是最优掩膜图形的透过率和相位参数时,重新设定优化算法的预设条件,并将优化后的透过率和相位作为预设的透过率和相位。The default condition reset unit is used to reset the preset conditions of the optimization algorithm when the optimized transmittance and phase are not the transmittance and phase parameters of the optimal mask pattern, and the optimized transmittance and phase as the preset transmittance and phase.
可选地,还包括光源点划分单元,用于将部分相干光源的光源面划分为多个光源点,所述光刻空间像强度分布为每个光源点下光刻空间像强度分布的叠加。Optionally, a light source point division unit is also included, configured to divide the light source surface of the partially coherent light source into multiple light source points, and the lithography aerial image intensity distribution is a superposition of the lithography aerial image intensity distribution under each light source point.
可选地,光源点划分单元中,取部分相干光源的光源面的外切正方形,将外切正方形栅格化分为正方形子区域,将每个正方形子区域的中心点作为一个光源点。Optionally, in the light source point division unit, the circumscribed square of the light source surface of the partially coherent light source is taken, and the circumscribed square is divided into square sub-areas by rasterization, and the center point of each square sub-area is used as a light source point.
可选地,优化算法包括模拟退火算法、遗传算法、蚁群算法、梯度算法。Optionally, the optimization algorithm includes a simulated annealing algorithm, a genetic algorithm, an ant colony algorithm, and a gradient algorithm.
可选地,优化算法为模拟退火算法,最优掩膜图形判断单元中,判断当前目标函数值和优化目标函数值的差值△f是否不小于0,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位;Optionally, the optimization algorithm is a simulated annealing algorithm. In the optimal mask pattern judging unit, it is judged whether the difference Δf between the current objective function value and the optimized objective function value is not less than 0, and if so, the optimized transmittance is determined and phase are the transmittance and phase of the optimal mask pattern;
若△f小于0,则判断e(△f/T0)是否大于0-1之间的随机数,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位参数,T0为模拟退火的当前温度。If △f is less than 0, judge whether e (△f/T0) is greater than a random number between 0-1, and if so, determine that the optimized transmittance and phase are the transmittance and phase of the optimal mask pattern parameter, T 0 is the current temperature of simulated annealing.
可选地,还包括终止判断单元,用于在判断e(△f/T0)小于0-1之间的随机数之后,判断是否满足预定终止条件,若是,则进入终止优化。Optionally, a termination judging unit is also included, for judging whether the predetermined termination condition is satisfied after judging that e (Δf/T0) is less than a random number between 0-1, and if so, entering termination optimization.
此外,本发明还提供一种最佳焦平面位置测量方法,采用上述任一掩膜图形的优化方法获得的最优掩膜图形的透过率和相位参数对应的掩膜图形进行最佳焦平面位置的测量。In addition, the present invention also provides a method for measuring the best focal plane position, using the mask pattern corresponding to the transmittance and phase parameters of the optimal mask pattern obtained by any of the above mask pattern optimization methods to perform the best focal plane position measurement method. The measurement of the position.
本发明实施例提供的掩膜图形的优化方法及系统,采用的目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率,该目标函数以光刻成像理论为基础并结合最优化算法,以投影物镜系统最佳焦平面位置的测量灵敏度的评价函数,获得与照明方式相匹配的具有优化的透过率和相位的掩膜图形,可以有效提高部分相干光源照明条件下的最佳焦平面位置的测量灵敏度。同时,通过该优化方法获得的掩膜图形是基于相移掩膜测量原理,在用于最佳焦平面位置的测量时,不需要专门的测量设备和复杂的传感器,可以有效的降低测量成本。The method and system for optimizing the mask pattern provided by the embodiment of the present invention adopts the objective function of partially coherent light source illumination, and the pattern position offset corresponding to the photolithography spatial image intensity distribution under different defocus amounts within the predetermined focal depth range. The slope of the defocus amount. The objective function is based on the lithographic imaging theory and combined with the optimization algorithm. The evaluation function of the measurement sensitivity of the best focal plane position of the projection objective lens system is used to obtain an optimized transmission that matches the illumination method. The mask pattern of the ratio and phase can effectively improve the measurement sensitivity of the best focal plane position under the illumination condition of a partially coherent light source. At the same time, the mask pattern obtained by this optimization method is based on the principle of phase-shift mask measurement. When used for the measurement of the best focal plane position, it does not require special measurement equipment and complex sensors, which can effectively reduce the measurement cost.
更进一步地,在建立的目标函数中,将部分相干光源的光源面划分为多个光源点,进而将每个光源点下的光刻空间像强度分布进行叠加作为光源照明下的光刻空间像强度分布,从而有效提高部分相干光源极大的光刻立轴照明条件下的投影物镜系统最佳焦面位置的测量灵敏度。Furthermore, in the established objective function, the light source surface of the partially coherent light source is divided into multiple light source points, and then the intensity distribution of the lithographic spatial image under each light source point is superimposed as the lithographic spatial image under the illumination of the light source Intensity distribution, thereby effectively improving the measurement sensitivity of the best focal plane position of the projection objective lens system under the lithography vertical axis illumination condition with a partially coherent light source.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are For some embodiments of the present invention, those skilled in the art can also obtain other drawings based on these drawings without creative work.
图1示出了根据本发明实施例的掩膜图形的优化方法的流程图;FIG. 1 shows a flowchart of a method for optimizing a mask pattern according to an embodiment of the present invention;
图2示出了根据本发明实施例的优化方法中所采用的初始掩膜图形的截面结构示意图;FIG. 2 shows a schematic cross-sectional structure diagram of an initial mask pattern used in an optimization method according to an embodiment of the present invention;
图3示出了图2的初始掩膜图形的各区域的相位分布示意图;Fig. 3 shows a schematic diagram of the phase distribution of each region of the initial mask pattern in Fig. 2;
图4示出了本发明实施例的优化方法中所采用的相干光源进行栅格化之后的结构示意图;FIG. 4 shows a schematic structural view of the coherent light source used in the optimization method of the embodiment of the present invention after rasterization;
图5示出了一实施例中的初始掩膜图形在整个焦深范围内不同离焦量对应的光刻空间像强度分布示意图;Fig. 5 shows a schematic diagram of intensity distribution of lithographic aerial images corresponding to different defocus amounts in the entire focal depth range of the initial mask pattern in an embodiment;
图6示出了图5的初始掩膜图形在优化后得到的掩膜图形的相位分布示意图;FIG. 6 shows a schematic diagram of the phase distribution of the mask pattern obtained after the initial mask pattern in FIG. 5 is optimized;
图7示出了图5的初始掩膜图形经优化后获得的优化的掩膜图形在整个焦深范围内不同离焦量对应的光刻空间像强度分布示意图;Fig. 7 shows a schematic diagram of intensity distribution of lithographic aerial images corresponding to different defocus amounts in the entire focal depth range of the optimized mask pattern obtained after the initial mask pattern in Fig. 5 is optimized;
图8示出了根据本发明实施例的掩膜图形的优化系统的结构示意图。FIG. 8 shows a schematic structural diagram of a mask pattern optimization system according to an embodiment of the present invention.
具体实施方式detailed description
为使本发明的上述目的、特征和优点能够更加明显易懂,下面结合附图对本发明的具体实施方式做详细的说明。In order to make the above objects, features and advantages of the present invention more comprehensible, specific implementations of the present invention will be described in detail below in conjunction with the accompanying drawings.
在下面的描述中阐述了很多具体细节以便于充分理解本发明,但是本发明还可以采用其他不同于在此描述的其它方式来实施,本领域技术人员可以在不违背本发明内涵的情况下做类似推广,因此本发明不受下面公开的具体实施例的限制。In the following description, a lot of specific details are set forth in order to fully understand the present invention, but the present invention can also be implemented in other ways different from those described here, and those skilled in the art can do it without departing from the meaning of the present invention. By analogy, the present invention is therefore not limited to the specific examples disclosed below.
在本发明中提出了一种掩膜图形的优化方法,所述掩膜图形用于最佳焦平面位置的测量,参考图1所示,该方法包括:In the present invention, an optimization method of a mask pattern is proposed, and the mask pattern is used for the measurement of the best focal plane position, as shown in Fig. 1, the method includes:
S01,提供初始掩膜图形上的不同区域对应预设的透过率和相位,初始掩膜图形为相移掩膜;S01, providing different areas on the initial mask pattern corresponding to the preset transmittance and phase, the initial mask pattern is a phase shift mask;
S02,建立目标函数,获得预设的透过率和相位下的目标函数值,该目标函数值为当前目标函数值,其中,目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率;S02, establish an objective function, obtain the objective function value under the preset transmittance and phase, the objective function value is the current objective function value, wherein the objective function is partial coherent light source illumination, and different defocus amounts within the predetermined focal depth range The slope of the graphic position offset to the defocus amount corresponding to the intensity distribution of the lower lithographic aerial image;
S03,以预设的透过率和相位为起始点,在优化算法的预设条件下,利用优化算法获得优化后的透过率和相位;S03, taking the preset transmittance and phase as the starting point, and using the optimization algorithm to obtain the optimized transmittance and phase under the preset conditions of the optimization algorithm;
S04,通过目标函数获得优化后的透过率和相位下的目标函数值,该目标函数值为优化目标函数值;S04, obtaining an objective function value under the optimized transmittance and phase through an objective function, where the objective function value is an optimized objective function value;
S05,根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位参数;S05, according to the difference between the current objective function value and the optimized objective function value, determine whether the optimized transmittance and phase are the transmittance and phase parameters of the optimal mask pattern;
若否,则重新设定优化算法的预设条件,以优化后的透过率和相位为预设的透过率和相位,并返回步骤S03。If not, reset the preset conditions of the optimization algorithm, use the optimized transmittance and phase as the preset transmittance and phase, and return to step S03.
该优化方法可以在仿真算法中实现,例如可以在matlab中利用模拟退火算法来实现,在优化之后获得最优掩膜图形的透过率和相位参数,最优掩膜图形将用于最佳焦平面位置的测量。This optimization method can be implemented in a simulation algorithm, such as a simulated annealing algorithm in matlab. After optimization, the transmittance and phase parameters of the optimal mask pattern will be obtained, and the optimal mask pattern will be used for the best focus Measurement of plane position.
在本发明中,采用的目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率,该目标函数以光刻成像理论为基础并结合最优化算法,以投影物镜系统最佳焦平面位置的测量灵敏度的评价函数,获得与照明方式相匹配的具有优化的透过率和相位的掩膜图形,可以有效提高部分相干光源照明条件下的最佳焦平面位置的测量灵敏度。同时,、通过该优化方法获得的掩膜图形是基于相移掩膜测量原理,在用于最佳焦平面位置的测量时,不需要专门的测量设备和复杂的传感器,可以有效的降低测量成本。In the present invention, the objective function adopted is partially coherent light source illumination, and the slope of the defocusing amount corresponding to the graphic position offset amount corresponding to the photolithographic spatial image intensity distribution under different defocusing amounts in the predetermined focal depth range, the objective function is given by Based on the lithographic imaging theory and combined with the optimization algorithm, the evaluation function of the measurement sensitivity of the best focal plane position of the projection objective lens system is used to obtain a mask pattern with optimized transmittance and phase that matches the illumination method, which can effectively Improved sensitivity for measuring the best focal plane position under illumination from partially coherent light sources. At the same time, the mask pattern obtained by this optimization method is based on the principle of phase shift mask measurement. When used for the measurement of the best focal plane position, it does not require special measurement equipment and complex sensors, which can effectively reduce the measurement cost. .
为了更好的理解本发明的技术方案和技术效果,以下将结合流程图对具体的实施例进行详细的描述。In order to better understand the technical solutions and technical effects of the present invention, specific embodiments will be described in detail below in conjunction with flow charts.
S01,提供初始掩膜图形上的不同区域的预设的透过率和相位,初始掩膜图形对应相移掩膜。S01, providing preset transmittances and phases of different regions on the initial mask pattern, where the initial mask pattern corresponds to a phase shift mask.
在本发明中,是通过仿真的优化方法获得掩膜图形,初始掩膜图形可以为非实体存在的掩膜图形,而是掩膜图形的相关参数,在本发明实施例中,初始掩膜图形对应于相依掩膜,其上存在多个不同的区域,每个不同区域对应设置预设的透过率和相位。In the present invention, the mask pattern is obtained by an optimization method of simulation. The initial mask pattern can be a non-physical mask pattern, but a related parameter of the mask pattern. In the embodiment of the present invention, the initial mask pattern Corresponding to the dependent mask, there are multiple different regions on it, and each different region is correspondingly set with preset transmittance and phase.
在一个具体的实施例中,初始掩膜图形对应的实体掩膜图形可以为两个的掩膜图形,参考图2和图3所示,实体掩膜图形包括阻光层以及依次相接的透光层、第一相移层和第二相移层这四个不同的区域,阻光层可以为具有一定宽度的多个非透光区域,阻光层可以通过金属材料实现,金属材料例如为金属铬,阻光层的透过率和相位都为0;透光层、第一相移层和第二相移层可以通过在透光材料上的不同深度的开口来实现,透光材料例如可以为石英板的掩膜基底,透光层可以为未覆盖非透光材料石英板的表面区域,其透过率为1,相位为0;第一相移层可以为石英板上具有第一深度的开口,深度例如可以为第一相移层的透过率为1,相位为90°;第二相移层可以为石英板上具有第二深度的开口,深度例如可以为第二相移层的透过率为1,相位为180°其中,λ为入射到所述测试掩模的光在真空中的波长,n为透光层材料的折射率,k为正整数。对于该实体的掩膜图形,在仿真算法中,可以用初始掩膜图形上的不同区域的预设的透过率和相位来表达,可以将该初始掩膜图形用掩膜函数来表达,掩膜函数的模对应透过率,值对应相位,阻光区对应的值为π/4,需要说明的是,对于阻光区其透过率为0,此处的相位值是为了保证掩膜函数的振幅项即透过率为0,该相位值并不真正体现在掩膜图形上,透光区对应的值为0,第一相移区对应的值为π/2,第二相移区对应的值为π。In a specific embodiment, the physical mask pattern corresponding to the initial mask pattern can be two mask patterns. Referring to FIG. 2 and FIG. 3, the physical mask pattern includes a light blocking layer and successively connected transparent For the four different regions of the optical layer, the first phase-shift layer and the second phase-shift layer, the light-blocking layer can be a plurality of non-light-transmitting regions with a certain width, and the light-blocking layer can be realized by a metal material. The metal material is, for example, Metal chromium, the transmittance and phase of the light-blocking layer are both 0; the light-transmitting layer, the first phase-shift layer and the second phase-shift layer can be realized through openings of different depths on the light-transmitting material, such as It can be the mask base of the quartz plate, and the light-transmitting layer can be the surface area not covered with the non-light-transmitting material quartz plate, and its transmittance is 1, and the phase is 0; the first phase shift layer can be a quartz plate with the first The depth of the opening, the depth can be, for example, The transmittance of the first phase shift layer is 1, and the phase is 90°; the second phase shift layer can be an opening with a second depth on the quartz plate, and the depth can be, for example, The transmittance of the second phase shift layer is 1, and the phase is 180°. Wherein, λ is the wavelength of light incident on the test mask in vacuum, n is the refractive index of the light-transmitting layer material, and k is a positive integer. For the mask pattern of this entity, in the simulation algorithm, it can be expressed by the preset transmittance and phase of different regions on the initial mask pattern, and the initial mask pattern can be expressed by the mask function To express, the modulus of the mask function corresponds to the transmittance, The value corresponds to the phase, and the blocking area corresponds to the The value is π/4. It should be noted that the transmittance of the light-blocking area is 0. The phase value here is to ensure that the amplitude term of the mask function, that is, the transmittance is 0. This phase value does not really reflect On the mask pattern, the light-transmitting area corresponds to value of 0, the first phase shift region corresponds to the value of π/2, the second phase shift region corresponds to The value is π.
S02,建立目标函数,获得预设的透过率和相位下的目标函数值,该目标函数值为当前目标函数值,其中,目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率。S02, establish an objective function, obtain the objective function value under the preset transmittance and phase, the objective function value is the current objective function value, wherein the objective function is partial coherent light source illumination, and different defocus amounts within the predetermined focal depth range The slope of the graphic position offset to the defocus amount corresponding to the intensity distribution of the photolithographic aerial image.
本发明实施例中,是模拟部分相干光源照明的条件而进行的优化方法,部分相干光源照明可以通过设置光源形状和相干因子来实现,构建的目标函数为在部分相干光源照明条件下,预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率。In the embodiment of the present invention, it is an optimization method for simulating the lighting conditions of a partially coherent light source. The lighting of a partially coherent light source can be realized by setting the shape of the light source and the coherence factor. The objective function constructed is to pre-focus The slope of the graphic position offset to the defocus amount corresponding to the intensity distribution of the photolithographic aerial image under different defocus amounts in the deep range.
其中,离焦量d为光刻机的投影物镜系统的最佳焦平面位置与实际空间像成像位置的差异量,在离焦量d=0时,则对应最佳焦平面位置。在光刻系统中,由于控制、环境等因素的存在,导致实际的成像面位置偏离理想成像面的位置,从而产生离焦量d,该离焦量d会使得光刻系统中传播的光线的相位发生变化,考虑该离焦量产生的光线的相位变化,可以获知在部分相干光源照明下的实际成像面位置处的电场分布,进而,可以获得该离焦量下的光刻空间像强度分布所对应的图形位置偏移量,即成像图形的位置偏移量,该图形位置偏移量相对离焦量的斜率则反映图形位置偏移量对离焦量的相关度,对于不同透过率和相位的掩膜图形,即不同的掩膜图形,则对应不同的斜率值,即目标函数值,以该斜率值来作为最佳焦平面位置的测量灵敏度的评价函数,来获取优化的掩膜图形,充分考虑了光刻成像理论,可以有效提高离轴照明条件下投影物镜系统最佳焦平面位置的测量灵敏度。Wherein, the defocus amount d is the difference between the best focal plane position of the projection objective lens system of the lithography machine and the actual aerial image imaging position, and when the defocus amount d=0, it corresponds to the best focal plane position. In the lithography system, due to the existence of factors such as control and environment, the position of the actual imaging surface deviates from the position of the ideal imaging surface, resulting in a defocus amount d, which will make the light beam propagating in the lithography system The phase changes, considering the phase change of the light generated by the defocus amount, the electric field distribution at the actual imaging surface position under the illumination of a partially coherent light source can be obtained, and then the lithography aerial image intensity distribution under the defocus amount can be obtained The corresponding graphic position offset, that is, the position offset of the imaging graphic, and the slope of the graphic position offset relative to the defocus amount reflects the correlation between the graphic position offset and the defocus amount. For different transmittance and phase mask patterns, that is, different mask patterns, correspond to different slope values, that is, the objective function value, and use the slope value as the evaluation function of the measurement sensitivity of the best focal plane position to obtain the optimized mask Graphics, fully considering the lithographic imaging theory, can effectively improve the measurement sensitivity of the best focal plane position of the projection objective lens system under off-axis illumination conditions.
在更优的实施例中,参考图4所示,对于部分相干光源,可以将其光源面110划分为多个光源点130,上述的光刻空间像强度分布则为每个光源点下光刻空间像强度分布的叠加,以有效提高光刻离轴照明条件下的投影物镜系统最佳焦面位置的测量灵敏度。也就是说,通过将相干光源的光源区域100所在的光源面110进行划分,从而将光源区域100点化为光源点130,光源区域100的光源特征可以通过每个光源120点的光源特征来表达,而对于光源面110上的非光源区域部分的光源点,光源特征的表达为0,非光源区域为光源面110上光源区域100之外的区域。In a more optimal embodiment, as shown in FIG. 4, for a partially coherent light source, its light source surface 110 can be divided into a plurality of light source points 130, and the intensity distribution of the above-mentioned lithography space image is the lithography of each light source point. The superposition of the spatial image intensity distribution is used to effectively improve the measurement sensitivity of the best focal plane position of the projection objective lens system under the off-axis illumination condition of lithography. That is to say, by dividing the light source surface 110 where the light source area 100 of the coherent light source is located, the light source area 100 is converted into light source points 130, and the light source characteristics of the light source area 100 can be expressed by the light source features of each light source 120 points , and for the light source points on the non-light source area part on the light source surface 110 , the expression of the light source characteristic is 0, and the non-light source area is the area on the light source surface 110 outside the light source area 100 .
为了更好地理解本发明实施例所构建的目标函数,以下将详细描述在仿真实现中构建目标函数的过程。In order to better understand the objective function constructed in the embodiment of the present invention, the process of constructing the objective function in the simulation implementation will be described in detail below.
首先,将初始掩膜图形栅格化为多个子区域,初始掩膜图形的透过率和相位使用掩膜函数M表示, First, the initial mask pattern is rasterized into multiple sub-regions, and the transmittance and phase of the initial mask pattern are represented by a mask function M,
优选地,根据初始掩膜图形的物理尺寸和像素大小,可以将初始掩膜图形栅格化为N*N个子区域,N为正整数,每一个子区域为仿真计算矩阵中的一个元素,栅格化为N*N个子区域更便于仿真计算。Preferably, according to the physical size and pixel size of the initial mask graphic, the initial mask graphic can be rasterized into N*N sub-regions, N is a positive integer, and each sub-region is an element in the simulation calculation matrix, and the grid Gridding into N*N sub-regions is more convenient for simulation calculation.
接着,将部分相干光源的光源面划分为多个光源点,参考图4所示。Next, divide the light source surface of the partially coherent light source into multiple light source points, as shown in FIG. 4 .
具体地,如图4所示,将光源面划分为Ns*Ns个子区域120,每个子区域120可以为正方形区域,每个子区域120的中心点(xs,ys)看作该子区域的光源点130,从而将光源面110划分为多个光源点130,每一个光源点130为一个采样点,每个子区域的光源特征则以该子区域的中心点(xs,ys)处的光源强度和偏振态表示,表达式为Ei(xs,ys),对于光源面上的非光源区域处的光源点,Ei(xs,ys)为0。Specifically, as shown in FIG. 4 , the light source surface is divided into Ns*Ns subregions 120, each subregion 120 can be a square region, and the center point (x s , y s ) of each subregion 120 is regarded as the subregion light source point 130, so that the light source surface 110 is divided into a plurality of light source points 130, each light source point 130 is a sampling point, and the light source feature of each sub-region is based on the center point (x s , y s ) of the sub-region The light source intensity and polarization state are expressed as E i (x s , y s ), and E i (x s , y s ) is 0 for the light source point on the non-light source area on the light source surface.
在进行栅格化时,可以采用如下的步骤进行:When rasterizing, the following steps can be taken:
取部分相干光源的光源面110的外切正方形。Take the circumscribed square of the light source surface 110 of the partially coherent light source.
将外切正方形栅格化分为正方形子区域120,将每个正方形子区域120的中心点130作为一个光源点。The circumscribed square is rasterized into square sub-areas 120, and the center point 130 of each square sub-area 120 is used as a light source point.
可以将外切正方形的每条边均分为Ns段,从而将外切正方形栅格化为Ns*Ns个正方形的子区域,每个子区域都可以取其中心点作为该子区域的光源点。对于光刻系统中所采用的部分相干光源的光源面存在多种形状,均可以采用该方法进行栅格化,只是获得的光源点矩阵中,不同光源点坐标处不为0的个数不同。Each side of the circumscribed square can be equally divided into Ns segments, so that the circumscribed square can be rasterized into Ns*Ns square sub-areas, and the center point of each sub-area can be taken as the light source point of the sub-area. For the light source surface of the partially coherent light source used in the lithography system, there are various shapes, all of which can be rasterized by this method, but in the obtained light source point matrix, the number of different light source point coordinates that are not 0 is different.
而后,获得目标函数。Then, the objective function is obtained.
目标函数是在部分相干光源照明下,预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率,也就是在部分相干光源下,以图形位置偏移量对离焦量的敏感度为目标函数,而图形位置偏移量可以通过光刻空间像强度分布来获得,其与离焦量以及光源特征相关。具体的公式推导如下:The objective function is the slope of the graphic position offset to the defocus amount corresponding to the intensity distribution of the lithography spatial image under different defocus amounts within the predetermined focal depth range under the illumination of a partially coherent light source, that is, under a partially coherent light source, The sensitivity of the pattern position offset to the defocus amount is an objective function, and the pattern position offset can be obtained through the intensity distribution of the lithographic aerial image, which is related to the defocus amount and the characteristics of the light source. The specific formula is derived as follows:
对于离焦量d,会使得光刻系统中传播的光线的相位发生变化,相位的变化δ如下所示:For the defocus amount d, the phase of the light propagating in the lithography system will change, and the phase change δ is as follows:
其中,为波数,nw为投影系统像方介质的折射率,(α',β',γ')为出射光线的方向余弦。δ为一个N×N的标量矩阵,矩阵中每个元素表示经过光瞳上某个点的光波在光刻系统中的相位变化,这个相位变化是由离焦造成的。in, is the wave number, n w is the refractive index of the image square medium of the projection system, (α', β', γ') is the direction cosine of the outgoing light. δ is an N×N scalar matrix, each element in the matrix represents the phase change of the light wave passing through a certain point on the pupil in the lithography system, and this phase change is caused by defocus.
当离焦量d为0时,晶片处于理想成像面位置处,晶片位置上的电场分布如下式所示:When the defocus amount d is 0, the wafer is at the position of the ideal imaging surface, and the electric field distribution at the wafer position is shown in the following formula:
其中,nw为投影系统像方介质的折射率,R为投影物镜系统的缩小倍率,一般为4,F-1{}表示逆傅立叶变换。⊙表示对应矩阵元素相乘。低通滤波函数U为N×N的标量矩阵,表示投影系统的数值孔径对衍射频谱的有限接收能力,即在光瞳内部的值为1,光瞳外部的值为0,具体表示如下:Among them, n w is the refractive index of the image square medium of the projection system, R is the reduction ratio of the projection objective lens system, generally 4, and F -1 {} represents the inverse Fourier transform. ⊙ indicates that the corresponding matrix elements are multiplied. The low-pass filter function U is a scalar matrix of N×N, which represents the limited receiving ability of the numerical aperture of the projection system to the diffraction spectrum, that is, the value inside the pupil is 1, and the value outside the pupil is 0, specifically expressed as follows:
其中,(f,g)为入瞳上归一化的全局坐标。V是一个N×N的矢量矩阵,每个元素均为一个3×3的矩阵:Among them, (f, g) are the normalized global coordinates on the entrance pupil. V is an N×N vector matrix, each element is a 3×3 matrix:
当离焦量d不为0时,考虑到非理想光刻系统离焦量d所引起的光刻系统中传播光线的相位变化量δ,则非理想光刻系统中晶片位置上的电场分布如下表示:When the defocus amount d is not 0, considering the phase change δ of the propagating light in the lithography system caused by the defocus amount d of the non-ideal lithography system, the electric field distribution at the wafer position in the non-ideal lithography system is as follows express:
由于Ei(xs,ys)中元素值与掩膜坐标无关,所以晶片位置的电场分布还可以写成:Since the element values in E i (x s ,y s ) have nothing to do with the mask coordinates, the electric field distribution at the wafer position can also be written as:
其中,表示卷积,为N×N的矢量矩阵,每一个矩阵元素均为3×1的矢量(vx',vy',vz')T,其中vx',vy',vz'均为α'和β'的函数。in, Indicates convolution, It is an N×N vector matrix, and each matrix element is a 3×1 vector (v x ', v y ', v z ') T , where v x ', v y ', v z ' are all α' and β' functions.
则Ewafer(αs,βs)在全局坐标系中的三个分量为Then the three components of E wafer (α s ,β s ) in the global coordinate system are
其中,p=x,y,z。Vp'为N×N的标量矩阵,由矢量矩阵V'各元素的单个坐标分量组成。in, p = x, y, z. V p ' is an N×N scalar matrix, which is composed of a single coordinate component of each element of the vector matrix V'.
则,对于不同离焦量下光刻空间像强度分布的表达式如下:Then, the expression of intensity distribution of lithographic aerial image under different defocus amounts is as follows:
其中,表示对矩阵取模并求平方。该光刻空间像强度分布,即在晶片位置处也即成像面处的成像结果强度分布,该式表达了不同离焦量下不同光源点下的成像结果强度分布,若d=0则为理想成像位置处的成像结果分布。in, Represents taking the modulo of a matrix and squaring it. The spatial image intensity distribution of lithography, that is, the intensity distribution of imaging results at the wafer position, that is, the imaging surface, this formula expresses the intensity distribution of imaging results under different light source points under different defocus amounts, and if d=0, it is ideal Distribution of imaging results at imaging locations.
通过该式,使得d=0,分别计算不同光源点(xs,ys)下的理想成像位置处的成像结果强度分布,而后,根据Abbe(阿贝)原理,对各光源点下的成像结果强度进行叠加,则可以获得理想成像位置处的光刻空间像强度分布Ibf(x,y,z)。Through this formula, make d=0, respectively calculate the intensity distribution of the imaging result at the ideal imaging position under different light source points (x s , y s ), and then, according to the Abbe (Abbe) principle, the imaging under each light source point By superimposing the resulting intensities, the intensity distribution I bf (x, y, z) of the lithographic aerial image at the ideal imaging position can be obtained.
通过该式,使得d为不同的值,分别计算不同光源点(xs,ys)下的不同离焦量位置处的成像结果强度分布,而后,同样地,根据Abbe原理,对各光源点下的成像结果强度进行叠加,则可以获得不同离焦量位置处的光刻空间像强度分布Idef(x,y,z)。Through this formula, let d be different values, and calculate the intensity distribution of imaging results at different defocus positions under different light source points (x s , y s ), and then, similarly, according to Abbe’s principle, for each light source point By superimposing the intensities of the imaging results below, the intensity distribution I def (x, y, z) of the lithographic aerial image at different defocus positions can be obtained.
根据Abbe原理,叠加后的不同离焦量位置处光刻空间像强度分布的表达式如下:According to Abbe's principle, the expression of intensity distribution of lithography spatial image at different defocus positions after superposition is as follows:
其中,Ns是部分相干光源的光源点的数量。将上式中的离焦量d设为0,即可获得理想像面处的成像结果强度分布Ibf(x,y,z)。where N s is the number of source points of the partially coherent source. Setting the defocus amount d in the above formula to 0, the imaging result intensity distribution I bf (x, y, z) at the ideal image plane can be obtained.
在具体的计算中,可以设定预定的焦深范围,按照一定的步长变化离焦量,在一个具体的实施例中,焦深范围例如为-100nm至100nm,步长为5nm,获得不同离焦量下各个光源点成像结果分布叠加后的光刻空间像强度分布,不同的离焦量包括d=0的理想情况以及d为其他值的情况。In a specific calculation, a predetermined focal depth range can be set, and the defocus amount can be changed according to a certain step size. In a specific embodiment, the focal depth range is, for example, -100nm to 100nm, and the step size is 5nm, to obtain different The intensity distribution of the lithography aerial image after superimposing the distribution of imaging results of each light source point under the defocus amount. Different defocus amounts include the ideal case of d=0 and the case of d being other values.
进而,根据图形偏移量的定义,图形偏移量即图形的实际成像位置与理想位置的差异量,求解满足方程的x坐标值,即为该光刻空间像强度分布对应的图形位置偏移量。而通过d=0时图形位置偏移量和d不为0时的图形位置偏移量,来获得不同离焦量下的图形偏移量对离焦量的斜率,该斜率可以通过对图形位置偏移量的数值微分来获得。Furthermore, according to the definition of the graphic offset, the graphic offset is the difference between the actual imaging position of the graphic and the ideal position, and the solution satisfies the equation The x-coordinate value of is the graphic position offset corresponding to the intensity distribution of the lithographic aerial image. And by the graphic position offset when d=0 and the graphic position offset when d is not 0, to obtain the graphic offset under different defocus amounts to the slope of the defocus amount, the slope can be passed to the graphic position The numerical differentiation of the offset is obtained.
通过上述建立的目标函数,首先,获得预设的透过率和相位下的目标函数值,也就是获得预设透过率和相位下的掩膜函数M下目标函数对应的斜率值,获得初始掩膜图形的图形位置偏移量相对于离焦量的敏感度。为了便于描述,该目标函数值记做当前目标函数值fcur。Through the objective function established above, first, obtain the objective function value under the preset transmittance and phase, that is, obtain the slope value corresponding to the objective function under the mask function M under the preset transmittance and phase, and obtain the initial The sensitivity of the pattern position offset of the mask pattern relative to the defocus amount. For ease of description, this objective function value is recorded as the current objective function value f cur .
而后,在S03,以预设的透过率和相位为起始点,在优化算法的预设条件下,利用优化算法获得优化后的透过率和相位。Then, in S03 , using the preset transmittance and phase as the starting point, under the preset conditions of the optimization algorithm, the optimized transmittance and phase are obtained by using the optimization algorithm.
通过优化算法进行优化,优化算法例如可以为模拟退火算法、遗传算法、蚁群算法或梯度算法等,通过这些优化算法,可以设置算法条件,获得更为优化的透过率和相位。Optimization is carried out through optimization algorithms, such as simulated annealing algorithm, genetic algorithm, ant colony algorithm, or gradient algorithm. Through these optimization algorithms, algorithm conditions can be set to obtain more optimal transmittance and phase.
在一个具体的实施例中,采用模拟退火算法的优化算法进行优化,在该优化算法中,先设置优化算法的预设条件,初始温度T0设置为20℃,最终温度设置为0.00005℃,衰减系数Tξ为0.97,马尔科夫链的长度为5000。In a specific embodiment, the optimization algorithm of the simulated annealing algorithm is used for optimization. In the optimization algorithm, the preset conditions of the optimization algorithm are first set, the initial temperature T0 is set to 20°C, the final temperature is set to 0.00005°C, and the decay The coefficient Tξ is 0.97, and the length of the Markov chain is 5000.
接着,在步骤S04,通过目标函数获得优化后的透过率和相位下的目标函数值,该目标函数值为优化目标函数值。Next, in step S04, an objective function value under the optimized transmittance and phase is obtained through an objective function, and the objective function value is an optimized objective function value.
通过上述建立的目标函数,获得上一步骤中得到的优化的透过率和相位下的目标函数值,也就是获得优化的透过率和相位下的掩膜函数M下目标函数对应的斜率值,获得优化的掩膜图形的图形位置偏移量相对于离焦量的敏感度,为了便于描述,该目标函数值记做优化目标函数值fref。Through the objective function established above, the optimized transmittance obtained in the previous step and the objective function value under the phase are obtained, that is, the slope value corresponding to the objective function under the mask function M obtained under the optimized transmittance and phase , to obtain the sensitivity of the pattern position offset of the optimized mask pattern relative to the defocus amount. For the convenience of description, this objective function value is recorded as the optimized objective function value f ref .
而后,在步骤S05,根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位。Then, in step S05, according to the difference between the current objective function value and the optimized objective function value, it is determined whether the optimized transmittance and phase are the transmittance and phase of the optimal mask pattern.
根据当前目标函数值fcur和优化目标函数值fref的差值△f,来确定优化算法优化后获得的透过率和相位是否为最优掩膜图形的透过率和相位,其中,△f=fref-fcur,根据所采用的优化算法不同,根据差值进行最优掩膜图形确定的方法也可以有所不同。According to the difference △f between the current objective function value f cur and the optimized objective function value fref , it is determined whether the transmittance and phase obtained by the optimization algorithm are the transmittance and phase of the optimal mask pattern, where △ f=f ref −f cur , depending on the optimization algorithm used, the method of determining the optimal mask pattern according to the difference may also be different.
在本实施例中,优化算法采用模拟退火算法,在该根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位参数的步骤中,具体包括:In this embodiment, the optimization algorithm adopts a simulated annealing algorithm, and then according to the difference between the current objective function value and the optimized objective function value, it is determined whether the optimized transmittance and phase are the transmittance and phase of the optimal mask pattern. In the step of phase parameter, it specifically includes:
首先,判断当前目标函数值和优化目标函数值的差值△f是否不小于0,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位。First, judge whether the difference Δf between the current objective function value and the optimized objective function value is not less than 0, and if so, determine the optimized transmittance and phase as the transmittance and phase of the optimal mask pattern.
若△f小于0,则接着判断e(△f/T0)是否大于0-1之间的随机数,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位参数,T0为模拟退火的当前温度。If △f is less than 0, then judge whether e (△f/T0) is greater than a random number between 0-1, if so, determine the optimized transmittance and phase as the transmittance and phase of the optimal mask pattern Phase parameter, T0 is the current temperature of simulated annealing.
在确定优化后的透过率和相位为最优掩膜图形之后,则终止该优化方法,而后,设定当前的掩膜图形为经过优化后的掩膜图形,数据掩膜图形对应的透过率、相位以及优化目标函数值,该优化后的掩膜图形可用于最佳焦平面位置的测量。After the optimized transmittance and phase are determined to be the optimal mask pattern, the optimization method is terminated, and then the current mask pattern is set as the optimized mask pattern, and the transmission corresponding to the data mask pattern Rate, phase and optimized objective function value, the optimized mask pattern can be used for the measurement of the best focal plane position.
对于通过上述判断无法确定优化后的透过率和相位为最优掩膜图形后,可以重新设置优化算法的预设条件,通常需要重新设置预设条件中的部分条件,如在模拟退火算法中可以重新设置初始温度T0以及衰减系数Tξ等,并重复步骤S03-S05,在新的预设条件下重新进行优化及判断,以输出最优掩膜图形。If the optimized transmittance and phase cannot be determined to be the optimal mask pattern through the above judgments, the preset conditions of the optimization algorithm can be reset. Usually, some conditions in the preset conditions need to be reset, such as in the simulated annealing algorithm. The initial temperature T 0 and the attenuation coefficient T ξ can be reset, and steps S03-S05 can be repeated to re-optimize and judge under the new preset conditions to output the optimal mask pattern.
为了避免优化无法收敛的情况,即无法获得合适的最优掩膜图形,在判断e(△f/T0)与0-1之间的随机数的大小之后,若小于所述的随机数,则继续判断是否满足预定终止条件,若是,则进入终止优化步骤,停止该优化方法,预定终止条件可以根据不同的优化算法来确定,在模拟退火算法中,预定终止条件可以为当前温度T0<Tf或优化次数大于预定值等。In order to avoid the situation that the optimization cannot converge, that is, it is impossible to obtain a suitable optimal mask pattern, after judging the size of the random number between e (△f/T0) and 0-1, if it is smaller than the random number, then Continue to judge whether the predetermined termination condition is satisfied, if so, enter the termination optimization step, stop the optimization method, the predetermined termination condition can be determined according to different optimization algorithms, in the simulated annealing algorithm, the predetermined termination condition can be the current temperature T 0 <T f or the number of optimizations is greater than a predetermined value, etc.
上述对本发明实施例的掩膜图形的优化方法进行了详细的描述,利用上述的优化方法获得的最优掩膜图形的透过率和相位参数所对应掩膜图形,可以进行光刻系统中最佳焦平面位置的测量。The method for optimizing the mask pattern in the embodiment of the present invention has been described in detail above, and the transmittance and phase parameters of the optimal mask pattern obtained by the above optimization method are used to obtain the mask pattern corresponding to the phase parameter, which can be used to optimize the mask pattern in the photolithography system. Measurement of the best focal plane position.
为了更好地理解本发明的优化方法的技术效果,以下将一个具体实例的仿真结果进行详细的描述。在该具体的实施例中,参考图2所示,该初始掩膜图形的基底301为石英板,基底301上覆盖金属铬层的区域为阻光区302,透光区303为未覆盖金属铬层并暴露出基底301的区域,第一相移层304和第二相移层305为在基底301上深度不同的开口区域;透光区303与第一相移层304相连,他们的透射光的相位差为90°;第一相移层304与第二相移层305相连,他们的透射光的相位差为180°。阻光区302、透光区302、第一相移层304和第二相移层305宽度比为:4:1:2:1,第二相移层305的宽度为41nm,第一相移层304开口深度为第二相移层305开口深度为λ为入射光在空气中的波长,n为所述透明基板的折射率,k为正整数。In order to better understand the technical effects of the optimization method of the present invention, the simulation results of a specific example will be described in detail below. In this specific embodiment, as shown in FIG. 2 , the base 301 of the initial mask pattern is a quartz plate, the area covered with the metal chromium layer on the base 301 is the light-blocking area 302, and the light-transmitting area 303 is not covered with the metal chromium. layer and exposes the region of the substrate 301, the first phase shift layer 304 and the second phase shift layer 305 are opening regions with different depths on the substrate 301; the light-transmitting region 303 is connected with the first phase shift layer 304, and their transmitted light The phase difference is 90°; the first phase shift layer 304 is connected to the second phase shift layer 305, and the phase difference of their transmitted light is 180°. The width ratio of the light blocking region 302, the light transmitting region 302, the first phase shift layer 304 and the second phase shift layer 305 is: 4:1:2:1, the width of the second phase shift layer 305 is 41nm, and the width of the first phase shift layer Layer 304 opening depth is The opening depth of the second phase shift layer 305 is λ is the wavelength of incident light in air, n is the refractive index of the transparent substrate, and k is a positive integer.
参考图4所示,为本实施例采用的部分相干光源,该部分相干光源通过将光源面划分为多个光源点。参考图5所示,其中图5中的A为在该光源照明方式下初始掩膜图形在整个焦深范围内不同离焦量对应的光刻空间像强度分布,B为特定阈值下光刻空间像强度在整个焦深范围内的二值分布,即通过特定的阈值将A中的连续分布的光刻空间像强度转化为二值分布,从B图中可以看到,初始掩膜图形的位置偏移量与离焦量之间并未表现出明显的线性关系,该初始掩膜图形不适合用于该部分相干光源照明下的最佳焦平面位置的检测。Referring to FIG. 4 , it is a partially coherent light source used in this embodiment. The partially coherent light source is divided into multiple light source points by dividing the light source surface. Referring to Fig. 5, A in Fig. 5 is the intensity distribution of the lithographic spatial image corresponding to different defocus amounts of the initial mask pattern in the entire focal depth range under the illumination mode of the light source, and B is the lithographic spatial image intensity distribution under a specific threshold The binary distribution of image intensity in the entire focal depth range, that is, the continuous distribution of photolithographic spatial image intensity in A is converted into a binary distribution through a specific threshold. As can be seen from B, the position of the initial mask pattern There is no obvious linear relationship between the offset and the defocus amount, and the initial mask pattern is not suitable for detection of the best focal plane position under the illumination of the partially coherent light source.
而将上述的初始掩膜图形经过优化算法优化之后得到优化后的掩膜图形,参考图6所示,图6为优化后得到的掩膜图形的相位和透过率分布示意图,一个相同的颜色的区域代表一个相位和透过率。参考图7所示,图7中的A为该部分相干光源下优化的掩膜图形在整个焦深范围内不同离焦量对应的光刻空间像强度分布,B为特定阈值下光刻空间像强度在整个焦深范围内的二值分布,从B图中可以看到,其图形偏移量随离焦量线性变化,通过对图中的图形偏移量进行线性拟合,可以得到离焦量与图形偏移量之间线性关系的斜率约为0.3501。可见,该掩模图形在离轴照明条件下具有较好的检测灵敏度,也证明了本发明所涉及优化方法的正确性和有效性。After the above initial mask pattern is optimized by the optimization algorithm, the optimized mask pattern is obtained, as shown in Figure 6, which is a schematic diagram of the phase and transmittance distribution of the optimized mask pattern, a same color The region of represents a phase and transmittance. Referring to Figure 7, A in Figure 7 is the intensity distribution of the lithographic aerial image corresponding to different defocus amounts in the entire focal depth range of the optimized mask pattern under the partially coherent light source, and B is the lithographic aerial image under a specific threshold The binary distribution of intensity in the entire focal depth range, as can be seen from Figure B, its graphic offset varies linearly with the defocus amount, and the defocus can be obtained by linearly fitting the graphic offset in the figure The slope of the linear relationship between the amount and the graph offset is about 0.3501. It can be seen that the mask pattern has better detection sensitivity under off-axis lighting conditions, which also proves the correctness and effectiveness of the optimization method involved in the present invention.
以上对本发明实施例的掩膜图形的优化方法进行了详细的描述,此外,本发明还提供了实现上述方法的优化系统,参考图8所示,包括:The method for optimizing the mask pattern of the embodiment of the present invention has been described in detail above. In addition, the present invention also provides an optimization system for implementing the above method, as shown in FIG. 8 , including:
初始掩膜图形提供单元200,用于提供初始掩膜图形上的不同区域的预设的透过率和相位,初始掩膜图形对应相移掩膜;The initial mask pattern providing unit 200 is configured to provide preset transmittance and phase of different regions on the initial mask pattern, where the initial mask pattern corresponds to a phase shift mask;
目标函数建立单元210,用于建立目标函数,其中,目标函数为部分相干光源照明、预定焦深范围内不同离焦量下光刻空间像强度分布所对应的图形位置偏移量对离焦量的斜率;The objective function establishing unit 210 is used to establish an objective function, wherein the objective function is partially coherent light source illumination, and the defocus amount of the graphic position offset corresponding to the photolithography spatial image intensity distribution under different defocus amounts within the predetermined focal depth range The slope of;
当前目标函数值获取单元220,用于获得预设的透过率和相位下的目标函数值,该目标函数值为当前目标函数值;The current objective function value obtaining unit 220 is used to obtain the objective function value under the preset transmittance and phase, and the objective function value is the current objective function value;
优化单元230,用于以预设的透过率和相位为起始点,在优化算法的预设条件下,利用优化算法获得优化后的透过率和相位;The optimization unit 230 is configured to use the preset transmittance and phase as the starting point, and use the optimization algorithm to obtain the optimized transmittance and phase under the preset conditions of the optimization algorithm;
优化目标函数值获取单元240,用于通过目标函数获得优化后的透过率和相位下的目标函数值,该目标函数值为优化目标函数值;An optimized objective function value acquisition unit 240, configured to obtain an optimized objective function value under the transmittance and phase through an objective function, where the objective function value is an optimized objective function value;
最优掩膜图形判断单元250,用于根据当前目标函数值和优化目标函数值的差值,确定优化后的透过率和相位是否为最优掩膜图形的透过率和相位参数;The optimal mask pattern judging unit 250 is used to determine whether the optimized transmittance and phase are the transmittance and phase parameters of the optimal mask pattern according to the difference between the current objective function value and the optimized objective function value;
预设条件重设单元260,用于优化后的透过率和相位不是最优掩膜图形的透过率和相位参数时,重新设定优化算法的预设条件,并将优化后的透过率和相位作为预设的透过率和相位。The default condition reset unit 260 is used to reset the preset conditions of the optimization algorithm when the optimized transmittance and phase are not the transmittance and phase parameters of the optimal mask pattern, and set the optimized transmittance Ratio and phase as the preset transmittance and phase.
进一步地,还包括光源点划分单元,用于将部分相干光源的光源面划分为多个光源点,所述光刻空间像强度分布为每个光源点下光刻空间像强度分布的叠加。Further, it also includes a light source point division unit, which is used to divide the light source surface of the partially coherent light source into multiple light source points, and the lithography aerial image intensity distribution is the superposition of the lithography aerial image intensity distribution under each light source point.
进一步地,光源点划分单元中,取部分相干光源的光源面的外切正方形,将外切正方形栅格化分为正方形子区域,将每个正方形子区域的中心点作为一个光源点。Further, in the light source point division unit, the circumscribed square of the light source surface of the partially coherent light source is taken, and the circumscribed square is divided into square sub-areas by rasterization, and the center point of each square sub-area is used as a light source point.
进一步地,优化算法包括模拟退火算法、遗传算法、蚁群算法、梯度算法。Further, the optimization algorithm includes simulated annealing algorithm, genetic algorithm, ant colony algorithm, and gradient algorithm.
进一步地,优化算法为模拟退火算法,最优掩膜图形判断单元250中,判断当前目标函数值和优化目标函数值的差值△f是否不小于0,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位;Further, the optimization algorithm is a simulated annealing algorithm. In the optimal mask pattern judging unit 250, it is judged whether the difference Δf between the current objective function value and the optimized objective function value is not less than 0, and if so, the optimized transmittance is determined and phase are the transmittance and phase of the optimal mask pattern;
若△f小于0,则判断e(△f/T0)是否大于0-1之间的随机数,若是,则确定优化后的透过率和相位为最优掩膜图形的透过率和相位参数,T0为模拟退火的初始温度。If △f is less than 0, judge whether e (△f/T0) is greater than a random number between 0-1, and if so, determine that the optimized transmittance and phase are the transmittance and phase of the optimal mask pattern Parameters, T0 is the initial temperature of simulated annealing.
进一步地,还包括终止判断单元,用于在判断e(△f/T0)小于0-1之间的随机数之后,判断是否满足预定终止条件,若是,则进入终止优化。Further, it also includes a termination judging unit, which is used to judge whether the predetermined termination condition is met after judging that e (Δf/T0) is less than a random number between 0-1, and if so, enter termination optimization.
本说明书中的各个实施例均采用递进的方式描述,各个实施例之间相同相似的部分互相参见即可,每个实施例重点说明的都是与其他实施例的不同之处。尤其,对于系统实施例而言,由于其基本相似于方法实施例,所以描述得比较简单,相关之处参见方法实施例的部分说明即可。Each embodiment in this specification is described in a progressive manner, the same and similar parts of each embodiment can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, as for the system embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and for related parts, please refer to part of the description of the method embodiment.
以上所述仅是本发明的优选实施方式,虽然本发明已以较佳实施例披露如上,然而并非用以限定本发明。任何熟悉本领域的技术人员,在不脱离本发明技术方案范围情况下,都可利用上述揭示的方法和技术内容对本发明技术方案做出许多可能的变动和修饰,或修改为等同变化的等效实施例。因此,凡是未脱离本发明技术方案的内容,依据本发明的技术实质对以上实施例所做的任何的简单修改、等同变化及修饰,均仍属于本发明技术方案保护的范围内。The above descriptions are only preferred implementations of the present invention. Although the present invention has been disclosed as above with preferred embodiments, it is not intended to limit the present invention. Any person familiar with the art, without departing from the scope of the technical solution of the present invention, can use the methods and technical content disclosed above to make many possible changes and modifications to the technical solution of the present invention, or modify it to be equivalent to equivalent changes Example. Therefore, any simple modifications, equivalent changes and modifications made to the above embodiments according to the technical essence of the present invention that do not deviate from the technical solution of the present invention still fall within the protection scope of the technical solution of the present invention.
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