Metrology method and apparatus, computer program and lithographic system
A method of reconstructing a characteristic of a structure formed on a substrate by a lithographic process, and an associated metrology apparatus. The method includes combining measured values of a first parameter associated with the lithographic process to obtain an estimated value of the first parameter; and reconstructing at least a second parameter associated with the characteristic of the structure using the estimated value of the first parameter and a measurement of the structure. The combining may involve modeling a variation of the first parameter to obtain a parameter model or fingerprint of the first parameter.
1. A method of reconstructing a characteristic of a structure formed on a substrate by a semiconductor manufacturing process, the method comprising:
combining measured values of a first parameter associated with the semiconductor manufacturing process to obtain an estimated value of the first parameter, wherein the first parameter is associated with a first layer formed during the semiconductor manufacturing process and comprising using a parameter model to estimate the value for the first parameter, wherein the parameter model describes the variation of at least the first parameter as a function of location on the substrate surface; and
reconstructing at least a second parameter associated with the characteristic of the structure using the estimated value of the first parameter and a measurement of the structure, wherein the second parameter is associated with a second layer formed during the semiconductor manufacturing process, the second layer being formed subsequent to the first layer.
2. The method as claimed in claim 1 , further comprising modeling the variation separately for different production contexts, to obtain parameter models per production context.
3. The method as claimed in claim 1 , wherein the parameter model is updated using subsequent measurements of the same substrate and/or one or more subsequent substrates of a same production run.
4. The method as claimed in claim 3 , wherein the estimated value of the first parameter used to reconstruct the second parameter for each lot of substrates is determined from the final update of the parameter model of a production run.
5. The method as claimed in claim 1 , further comprising optimizing a sampling scheme which determines one or more measurement locations on the substrate during subsequent measurement of the first layer and/or on the second layer.
6. The method as claimed in claim 5 , wherein the sampling scheme for the first layer and second layer is different.
7. The method as claimed in claim 1 , further comprising determining variance in the measured values and determining an uncertainty value for the estimated value of the first parameter from the determined variance.
8. The method as claimed in claim 1 , wherein the first parameter comprises one or more selected from: critical dimension, focus, a profile dimension, side wall angle or angle of any structure feature, or overlay.
9. The method as claimed in claim 1 , wherein the second parameter comprises one or more selected from: critical dimension, focus, a profile dimension, side wall angle or angle of any structure feature, or overlay.
10. The method as claimed in claim 1 , wherein the reconstruction comprises a fitting based reconstruction process wherein a simulated diffraction response is compared to a measured diffraction response and the value of at least the second parameter is varied to minimize the mismatch between the simulated diffraction response and the measured diffraction response.
11. The method as claimed in claim 10 , wherein the second parameter is correlated with the first parameter, and the first parameter is assumed to have the estimated value during the fitting based reconstruction process.
12. A metrology apparatus comprising:
an illumination system configured to illuminate with radiation at least a structure produced using a semiconductor manufacturing process on a substrate;
a detection system configured to detect scattered radiation arising from illumination of the structure; and
a processor configured to at least:
combine measured values of a first parameter associated with the semiconductor manufacturing process to obtain an estimated value of the first parameter, wherein the first parameter is associated with a first layer formed during the semiconductor manufacturing process; and
reconstruct at least a second parameter associated with the characteristic of the structure using the estimated value of the first parameter and a measurement of the structure, wherein the second parameter is associated with a second layer formed during the semiconductor manufacturing process, the second layer being formed subsequent to the first layer.
13. A lithographic cell comprising:
a lithographic apparatus and/or a track apparatus; and
the metrology apparatus of claim 12 .
14. A non-transitory computer program product comprising processor readable instructions which, when run on a suitable processor-controlled apparatus, cause the processor-controlled apparatus to at least:
combine measured values of a first parameter associated with a semiconductor manufacturing process to obtain an estimated value of the first parameter, wherein the first parameter is associated with a first layer formed during the semiconductor manufacturing process and a parameter model is used to estimate the value for the first parameter, wherein the parameter model describes the variation of at least the first parameter as a function of location on the substrate surface; and
reconstruct at least a second parameter associated with a characteristic of a structure formed on a substrate by the semiconductor manufacturing process using the estimated value of the first parameter and a measurement of the structure, wherein the second parameter is associated with a second layer formed during the semiconductor manufacturing process, the second layer being formed subsequent to the first layer.
15. The computer program product of claim 14 , wherein the instructions are further configured to cause the processor-controlled apparatus to optimize a sampling scheme which determines one or more measurement locations on the substrate during subsequent measurement of the first layer and/or on the second layer.
16. The computer program product of claim 14 , wherein the instructions are further configured to cause the processor-controlled apparatus to determine variance in the measured values and determine an uncertainty value for the estimated value of the first parameter from the determined variance.
17. The computer program product of claim 14 , wherein the first parameter comprises one or more selected from: critical dimension, focus, a profile dimension, side wall angle or angle of any structure feature, or overlay.
18. The non-transitory computer program product of claim 14 , wherein the second parameter comprises one or more selected from: critical dimension, focus, a profile dimension, side wall angle or angle of any structure feature, or overlay.
19. A metrology apparatus comprising:
an illumination system configured to illuminate with radiation at least a structure produced using a semiconductor manufacturing process on a substrate;
a detection system configured to detect scattered radiation arising from illumination of the structure; and
the non-transitory computer program product of claim 14 .
20. The metrology apparatus of claim 12 , wherein the processor is further configured to use a parameter model to estimate the value for the first parameter, wherein the parameter model describes the variation of at least the first parameter as a function of location on the substrate surface.