Plasma Processes and Polymers · 2013 · 20 citations · 13 references
Natural SciencesElectrical EngineeringElectronic MaterialsPlasma PhysicsSpectroscopyDevice CharacterizationOptical SpectroscopyPlasma DiagnosticsPlasma Surface TreatmentPlasma-surface InteractionsEtch DamageEtch MechanismsImpedance MonitoringOptical Emission SpectroscopyPlasma EtchingProcess MonitoringSensitivitySurface Etching
Endpoint detection (EPD) with plasma impedance monitoring (PIM) is demonstrated for small area SiO2 RF plasma etching. The endpoint is determined by the impedance harmonic signals variation from the I–V monitoring system. Moreover, modified principal component analysis (mPCA) is applied to enhance the sensitivity for real-time small area SiO2 etching. For verification, the detected endpoint by PIM is compared with optical emission spectroscopy (OES) signals. The results indicate that PIM shows better sensitivity than OES, and the sensitivity of EPD is enhanced by a factor of 2.03 with the mPCA algorithm. EPD of 0.5% SiO2 area etching is successfully demonstrated with PIM and mPCA. This technique can be applied to plasma etching processes as a sensitive process monitoring tool.
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Statistical process monitoring: basics and beyond
S. Joe Qin · Journal of Chemometrics · 2003 · 1.6K citations
Engineering, Industrial Engineering, Systems Engineering +16
David A. White, Brian Goodlin, Aaron E. Gower et al. · IEEE Transactions on Semiconductor Manufacturing · 2000 · 57 citations