Jungchan Kim

Advanced process control with design-based metrology

K1 factor for development and mass-production of memory devices has been decreased down to below 0.30 in recent years. Process technology has responded with extreme resolution enhancement technologies (RET) and much more complex OPC technologies than before. ArF immersion lithography is expected to remain the major patterning technology through under 35 nm node, where the degree of process difficulties and the sensitivity to process variations grow even higher. So, Design for manufacturing (DFM) is proposed to lower the degree of process difficulties and advanced process control (APC) is required to reduce the process variations. However, both DFM and APC need much feed-back from the wafer side such as hot spot inspection results and total CDU measurements at the lot, wafer, field and die level. In this work, we discuss a new design based metrology which can compare SEM image with CAD data and measure the whole CD deviations from the original layouts in a full die. It can provide the full information of hot spots and the whole CD distribution diagram of various transistors in peripheral regions as well as cell layout. So, it is possible to analyze the root cause of the CD distribution of some specific transistors or cell layout, such as OPC error, mask CDU, lens aberrations or etch process variation and so on. The applications of this new inspection tool will be introduced and APC using the analysis result will be presented in detail.

Wide applications of design based metrology with tool integration

Recently several DBMs(Design Based Metrologies) are introduced for the wafer verification and feed back to DFM. The major applications of DBM are OPC accuracy feed back, process window qualification and advanced process control feed back. In general, however, DBM brings out huge amount of measurement data and it is necessary to provide special server system for uploading and handling the raw data. And since it also takes much time and labor to analyze the raw data for valuable feed back, it is desirable to connect to EDA tools such as OPC tools or MBV(Model Based Verification) tools for data analysis. If they can communicate with a common language between them, the DBM measurement result can be sent back to OPC or MBV tools for better model calibration. For advanced process control of wafer CDU, DBM measurement results of field CDU can be fed back to scanner for illumination uniformity correction. In this work, we discuss tool integration of DBM with other tools like EDA tools. These tool integrations are targeted for the verification procedure automation and as a result for faster and more exact analysis of measurement data. The procedures of tool integration and automatic data conversion between them will be presented in detail.

Application of DBM system to overlay verification and wiggling quantification for advanced process

With the shrinkage of semiconductor device scales, advanced semiconductor industries face tremendous challenges in process control. As lithography and etch processes are pushed to get smaller dimensions, the overlay and wiggling control are hot issues due to the limiting of pattern performance. Many chip makers are using Double Patterning Technology (DPT) process to overcome design rule limitations but they are also concerned about overlay control. In DPT process, obtaining accurate overlay data by measuring overlay marks with traditional metrology is difficult because of the difference of shape and position between cell pattern and overlay marks. Cell to overlay mark miss-match will occur when there is lens aberration or mask registration error. Therefore, the best way to obtain accurate overlay data without error is to measure the real cell itself. The overlay of the cell array using DPT process can be measured by analyzing the relative position of the 2nd exposed pattern to the 1st exposed pattern. But it is not easy to clearly distinguish a 1st layer and 2nd layer in a patterned cell array image using CD SEM. The Design Based Metrology (DBM)-system can help identify which cell pattern is a 1st or 2nd layer, so overlay error between the 1st and 2nd layers at DPT process can be checked clearly. Another noticeable problem in advanced processing is wiggling. The wiggling of a pattern become severe by the etch process and must be controlled to meet electrical characteristics of what the semiconductor device requires. The 1st stage of wiggling control is to understand the level of wiggling which is crucial to device performance. The DBM-system also can be used for quantification of wiggling by determining specially designed parameters. In this paper we introduce overlay verification and wiggling quantification through new methodology for advanced memory devices.

OPC verification and hotspot management for yield enhancement through layout analysis

As the design rule shrinks down, various techniques such as RET, DFM have been continuously developed and applied to lithography field. And we have struggled not only to obtain sufficient process window with those techniques but also to feedback hot spots to OPC process for yield improvement in mass production. OPC verification procedure which iterates its processes from OPC to wafer verification until the CD targets are met and hot spots are cleared is becoming more important to ensure robust and accurate patterning and tight hot spot management. Generally, wafer verification results which demonstrate how well OPC corrections are made need to be fed back to OPC engineer in effective and accurate way. First of all, however, it is not possible to cover all transistors in full-chip with some OPC monitoring points which have been used for wafer verification. Secondly, the hot spots which are extracted by OPC simulator are not always reliable enough to represent defective information for full-chip. Finally, it takes much TAT and labor to do this with CD SEM measurement. These difficulties on wafer verification would be improved by design based analysis. The optimal OPC monitoring points are created by classifying all transistors in full chip layout and Hotspot set is selected by pattern matching process using the NanoScopeTM, which is known as a fast design based analysis tool, with a very small amount of hotspots extracted by OPC simulator in full chip layout. Then, each set is used for wafer verification using design based inspection tool, NGR2150TM. In this paper, new verification methodology based on design based analysis will be introduced as an alternative method for effective control of OPC accuracy and hot spot management.

Systematic defect filtering and data analysis methodology for design based metrology

Recently several Design Based Metrologies (DBMs) are introduced and being in use for wafer verification. The major applications of DBM are OPC accuracy improvement, DFM feed-back through Process Window Qualification (PWQ) and advanced process control. In general, however, the amount of output data from DBM is normally so large that it is very hard to handle the data for valuable feed-back. In case of PWQ, more than thousands of hot spots are detected on a single chip at the edge of process window. So, it takes much time and labor to review and analyze all the hot spots detected at PWQ. Design-related systematic defects, however, will be found repeatedly and if they can be classified into groups, it would be possible to save a lot of time for the analysis. We have demonstrated an EDA tool which can handle the large amount of output data from DBM by reducing pattern defects to groups. It can classify millions of patterns into less than thousands of pattern groups. It has been evaluated on the analysis of PWQ of metal layer in NAND Flash memory device and random contact hole patterns in a DRAM device. The result shows that this EDA tool can handle the CD measurement data easily and can save us a lot of time and labor for the analysis. The procedures of systematic defect filtering and data handling using an EDA tool are presented in detail

OPC and design verification for DFM using die-to-database inspection

The downscaling of the feature size and pitches of the semi-conductor device requires the improvement of device characteristics and high yield continuously. In lithography process, RET techniques such as immersion and polarization including strong PSM mask have enabled this improvement of printability and downscaling of device. It is true that optical lithography is approaching its limit. So other lithographic technique such as EUV is needed but the application is not yet available. In this point of view, the realization of lithography friendly layout enables good printability and stable process. And its scope is being enlarged and applied in most semi-conductor devices. Therefore, in order to realize precise and effective lithography friendly layout, we need full chip data feedback of design issue, OPC error and aberration and process variables. In this paper, we report the results of data feedback using new DFM verification tool. This tool enables full chip inspection through E-beam scan method with fast and accurate output. And these data can be classified with each item for correction and stability check through die to database inspection. Especially in gate process, total CD distributions in full chip can be displayed and analyzed for each target with simple method. At first we obtain accuracy data for each target and CD uniformity from hundreds of thousands of gate pattern. And second we detect a delicate OPC error by modeling accuracy and duty difference. It is difficult to get from only measurement of thousands pattern. Finally we investigated specific pattern and area for electrical characteristic analysis in full chip. These results should be considered and reflected on design stage.

DFM flow by using combination between design-based metrology system and model-based verification at sub-50nm memory device

As the minimum transistor length is getting smaller, the variation and uniformity of transistor length seriously effect device performance. So, the importance of optical proximity effects correction (OPC) and resolution enhancement technology (RET) cannot be overemphasized. However, OPC process is regarded by some as a necessary evil in device performance. In fact, every group which includes process and design, are interested in whole chip CD variation trend and CD uniformity, which represent real wafer. Recently, design based metrology systems are capable of detecting difference between data base to wafer SEM image. Design based metrology systems are able to extract information of whole chip CD variation. According to the results, OPC abnormality was identified and design feedback items are also disclosed. The other approaches are accomplished on EDA companies, like model based OPC verifications. Model based verification will be done for full chip area by using well-calibrated model. The object of model based verification is the prediction of potential weak point on wafer and fast feed back to OPC and design before reticle fabrication. In order to achieve robust design and sufficient device margin, appropriate combination between design based metrology system and model based verification tools is very important. Therefore, we evaluated design based metrology system and matched model based verification system for optimum combination between two systems. In our study, huge amount of data from wafer results are classified and analyzed by statistical method and classified by OPC feedback and design feedback items. Additionally, novel DFM flow would be proposed by using combination of design based metrology and model based verification tools.

The improvement of DOF for sub-100nm process by focus scan

As the design rule of device shrinks down, it is difficult to enlarge the process window, especially DOF (Depth of Focus). It has shown good results in resolution issues with short wavelength, high NA aperture and several RET (Resolution Enhancement Technique) like special illuminator and mask techniques and so on. But it needs to be challenged for DOF process window in contact / via process having various pitch and pattern location. It is a key point in sub 100nm process development and product. It is demonstrated that focus scan method is effective for DOF improvement in contact and via layers. Focus Scan method is one of the focus drilling techniques; it is realized to tilt wafer stage so that the same point on the wafer field can be exposed in limited continual focus range using multiple focal planes through the slit of scanner tool. In this study, confirmation was inspected for simulation and wafer evaluation for focus scan effects in view of process feasibility. DOF increased over 50% with focus scan in contact mask process even though there are several issues to be solved and considered. Energy Latitude (EL) decreased a little by image contrast drop, but if we consider the process window for evolution of device, it is relatively enough for process. OPC or Bias tuning is needed for application in contact layer having various pitch and location, and overlay issues are needed to confirm for each illuminator. From these experiments, it is found that DOF margin can easily be enhanced using focus scan method. Also some fine tuning is required to adequately use this method on production devices.

Scanner matching using pupil intensity control between scanners in 30nm DRAM device

Scanner mismatch has become one of the critical issues in high volume memory production. There are several components that contribute to the scanner CD mismatch. One of the major components is illumination pupil difference between scanners. Because of acceleration of dimensional shrinking in memory devices, the CD mismatch became more critical in electrical performance and process window. In this work, we demonstrated computational lithography model based scanner matching for sub 3x nm memory devices. We used ASML XT:1900Gi as a reference scanner and ASML NXT:1950i as the to-be-matched scanner. Wafer metrology data and scanner specific parameters are used to build a computational model, and determine the optimal settings by model simulation to minimize the CD difference between scanners. Nano Geometry Research (NGR) was used as a wafer CD metrology tool for both model calibration and matching result verification. The extracted pupil parameters from measured source map from both before and after matching are inspected and analyzed. Simulated and measured process window changes by applying the matching sub-recipe are also evaluated.

The APC (Advanced Process Control) procedure for process window and CDU improvement using DBMs

The downscaling of the feature size and pitches of the semi-conductor device requires enough process window and good CDU of exposure field for improvement of device characteristics and high yield. Recently several DBMs (Design Based Metrologies) are introduced for the wafer verification and feed back to for DFM and process control. The major applications of DBM are OPC feed back, process window qualification and advanced process control feed back. With these tools, since the applied tool in this procedure uses e-beam scan method with database of design layout like other ones, more precise and quick verification can be done. In this work the process window qualification procedure will be discussed in connection with EDA simulation results and then method for obtaining good CDU will be introduced. DoseMapperTM application has been introduced for better field CDU control, but it is difficult to fully correct large field with limited data from normal CD SEM methodology. New DBM has strong points in collecting lots of data required for large field correction with good repeatability (Intra / Inter field).