Claims
- 1. A method of modeling wafer structure profile, the method comprising:
a) determining one or more termination criteria; b) determining whether a wafer structure includes at least one layer having three or more materials along a line within the at least one layer; c) creating an optical metrology model, wherein three or more materials are incorporated in the model of the at least one layer having three or more materials; and d) simulating a set of diffraction signals using the optical metrology model; e) determining if the one or more termination criteria are met by using the set of simulated diffraction signals and a set of diffraction signals measured off of the wafer; and f) if the one or more termination criteria are not met, modifying the optical metrology model and repeating steps d) and e) until the one or more termination criteria are met.
- 2. The method of claim 1, wherein the one or more termination criteria comprises:
testing if a cost function value of the simulated diffraction signal compared to the measured diffraction signal is less than a first cost function value.
- 3. The method of claim 1, wherein the one or more termination criteria comprises:
testing if a goodness of fit value of the simulated diffraction signal compared to the measured diffraction signal is greater than a first goodness of fit value.
- 4. The method of claim 1, wherein the one or more termination criteria comprises:
testing if a sum-squared error value of the simulated diffraction signal compared to the measured diffraction signal is less than a first sum-squared error value.
- 5. The method of claim 1, wherein creating an optical model comprises:
using rigorous coupled-wave analysis to model the layer using three or more materials.
- 6. The method of claim 1, wherein the wafer structure is a periodic structure having a periodic direction, and wherein the line within the at least one layer is parallel to the periodic direction.
- 7. The method of claim 1, wherein the set of measured diffraction signals is obtained by measuring target structures on the wafer with an optical metrology device.
- 8. A method of modeling wafer structure profile, the method comprising:
a) determining one or more termination criteria; b) determining whether the wafer structure includes a layer having three or more materials along a line with the layer; c) creating an optical metrology model, wherein three or more materials are incorporated in the model for the layer having three or more materials; d) simulating a set of diffraction signals using the optical metrology model; e) determining if the one or more termination criteria are met by using the set of simulated diffraction signals and a set of diffraction signals measured off the wafer structure; f) if the one or more termination criteria are not met:
modifying the optical metrology model; and iterating steps d) through e) until the one or more termination criteria are met; g) creating a library comprising diffraction signal and profile pairs according to data generated from the optical metrology model.
- 9. The method of claim 8, wherein the one or more termination criteria comprises:
testing if a cost function value of the simulated diffraction signal compared to the measured diffraction signal is less than a first cost function value.
- 10. The method of claim 8, wherein the one or more termination criteria comprises:
testing if a goodness of fit value of the simulated diffraction signal compared to the measured diffraction signal is greater than a first goodness of fit value.
- 11. The method of claim 8, wherein the one or more termination criteria comprises:
testing if a sum-squared error value of the simulated diffraction signal compared to the measured diffraction signal is less than a first sum-squared error value.
- 12. The method of claim 8, wherein the creating an optical metrology model comprises:
creating a profile model for the wafer structure by incorporating the presence of additional materials for a layer with three or more materials.
- 13. The method of claim 12, wherein the one or more termination criteria are not met, further comprising:
determining one or more modifications to the profile model and/or the optical metrology model; and modifying the profile model and/or the optical metrology model.
- 14. The method of claim 8, further comprising:
creating a profile model for the wafer structure without incorporating the presence of additional materials for a layer with one or two materials.
- 15. The method of claim 14, wherein the one or more termination criteria are not met, further comprising:
determining one or more modifications to the profile model and/or the optical metrology model; and modifying the profile model and/or the optical metrology model.
- 16. The method of claim 8, wherein the set of measured diffraction signals is obtained by measuring target structures on the wafer with an optical metrology device.
- 17. The method of claim 8, further comprising:
comparing each of the set of one or more measured diffraction signals to the diffraction signal and profile pairs library; and selecting a best match diffraction signal and profile pair from the library for each of the measure diffraction signals.
- 18. A computer-readable storage medium containing computer executable code to create an optical metrology model for a wafer structure by instruction the computer to operate as follows:
a) determining one or more termination criteria; b) determining whether the wafer structure includes at least one layer having three or more materials along a line within the at least one layer; c) creating an optical metrology model, wherein three or more materials are incorporated in the model for the at least one layer having three or more materials; d) simulating a set of diffraction signals using the optical metrology model; e) determining if the one or more termination criteria are met by using the set of simulated diffraction signals and a set of diffraction signals measured off the wafer structure; and f) if the one or more termination criteria are not met:
modifying the optical metrology model; and iterating steps d) through e) until the one or more termination criteria are met.
- 19. The computer-readable storage medium of claim 18, wherein the set of measured diffraction signals is obtained by measuring target structures on the wafer with an optical metrology device.
- 20. A system for creating an optical metrology model for a wafer structure, the system comprising:
an input device configured to transmit a set of wafer composition data; a profile model generator configured to received the set of wafer composition data from the input device and generate a profile model of the wafer structure, wherein the profile model incorporates the presence of additional materials for a wafer comprising at least one layer having three or more materials along a line within the at least one layer; an optical metrology model generator coupled to the profile model generator, wherein the optical metrology model is configured to receive the profile model from the profile model generator and generate an optical metrology model according to the profile model and a set of model output data; and a diffraction signal simulator coupled to the optical metrology model generator, wherein the diffraction signal simulator is configured to generate a set of simulated diffraction signals.
- 21. The system of claim 20, wherein the input device is further configured to transmit a set of one or more termination criteria.
- 22. The system of claim 21, wherein the set of model output data includes profile, CD measurements, and underlying film thickness.
- 23. The system of claim 22, further comprising:
a termination criteria checker coupled to the input device and the optical metrology model generator, wherein the termination criteria checker is configured to receive the one or more termination criteria from the input device and to receive the wafer structure data from the optical metrology model generator; and an optical metrology device coupled to the termination criteria checker, wherein the optical metrology device is configured to measure diffraction signals off the wafer structure and transmit the signals to the termination criteria checker.
- 24. The system of claim 23, wherein the optical metrology system includes an ellipsometer or a reflectometer.
- 25. The system of claim 20, wherein the optical metrology model generator is further configured to incorporate the effect of three or more materials in the simulated diffraction signals.
- 26. A system for generating a diffraction signal and profile pairs library by creating an optical metrology model, the system comprising:
an input device configured to transmit a set of wafer composition data; a profile model generator configured to received the set of wafer composition data from the input device and generate a profile model of the wafer structure, wherein the profile model incorporates the presence of additional materials for a layer of the wafer structure having three or materials along a line in the layer; an optical metrology model generator coupled to the profile model generator, wherein the optical metrology model is configured to receive the profile model from the profile model generator, generate an optical metrology model according to the profile model; a diffraction signal simulator coupled to the optical metrology model generator, wherein the diffraction signal simulator is configured to generate a set of simulated diffraction signals; and a library generator coupled to the optical metrology generator, the library generator configured to generate a library of diffraction signal and profile pairs.
- 27. The system of claim 26, wherein the input device is further configured to transmit a set of one or more termination criteria.
- 28. The system of claim 27, wherein the optical metrology model is generated according to a set of model output data including profile, CD measurements, and underlying film thickness.
- 29. The system of claim 28, further comprising:
a termination criteria checker coupled to the input device and the optical metrology model generator, wherein the termination criteria checker is configured to receive the one or more termination criteria from the input device and to receive the wafer structure data from the optical metrology model generator; and an optical metrology device coupled to the termination criteria checker, wherein the optical metrology device is configured to measure diffraction signals off the wafer structure and transmit the signals to the termination criteria checker.
- 30. The system of claim 29, wherein the optical metrology system includes an ellipsometer or a reflectometer.
- 31. The system of claim 26, wherein the optical metrology model generator further comprises:
a rigorous coupled-wave analysis process unit for incorporating additional materials in the generated optical metrology model.
- 32. A system for monitoring and correcting a lithographic process, the system comprising:
an optical metrology device configured to measure diffraction signals off a wafer structure; and a profile application server coupled to the optical metrology device, wherein the profile application server further comprises:
a diffraction signal and profile pairs library, the library created with an optical metrology model, wherein the optical metrology model is created by incorporating additional materials for wafer structures having at least one layer with three or more materials along a line with the at least one layer.
- 33. The system of claim 32, wherein the library is configured to received the diffraction signals from the optical metrology device.
- 34. The system of claim 32, wherein the optical metrology system includes an ellipsometer or a reflectometer.
CROSS REFERENCE TO RELATED APPLICATIONS
[0001] This application relates to co-pending U.S. patent application Ser. No. 09/727,530, entitled “System and Method for Real-Time Library Generation of Grating Profiles” by Jakatdar, et al., filed on Nov. 28, 2000; to co-pending U.S. patent application Ser. No. 10/206,491, entitled “Model and Parameter Selection in Optical Metrology” by Voung, et al., filed on Jul. 25, 2002; and to co-pending U.S. patent application Ser. No. 10/007,124, entitled “Optical Profilometry of Additional Material Deviations in a Periodic Grating”, by Niu, et al., filed on Dec. 4, 2001.