Title :
Compliance Metrics for a Reliable Assessment of Parametric Yield
Author :
Jallepalli, S. ; Srivastava, Anurag ; Wyllie, R. ; Veeraraghavan, S.
Author_Institution :
Digital Networking Group, Freescale Semicond. Inc., Austin, TX, USA
Abstract :
Few would disagree that high parametric yields are indispensable for insuring product yield entitlement. It is, however, not as well recognized by non-practitioners that Cp, Cpk, Cpm, Cpmk, and Z-Score, arguably the most widely used metrics for assessment of process capability, are not very reliable indicators of the health of a manufacturing process. There have been numerous extensions to these capability indices to accommodate non-normal distributions and asymmetric tolerances, but none has yet proven to be robust enough to be reliable for the assessment of any arbitrary distribution. To address this issue, we introduce Composite Parametric Yield, a deceivingly simple metric that provides the most authentic assessment, to date, of parametric compliance. Its three elements-YAT, YWL and Coverage-have been critical pillars of the process technology certification process at Freescale Semiconductor for over seven years now.
Keywords :
integrated circuit yield; Z-Score; compliance metrics; freescale semiconductor; manufacturing process; parametric yield assessment; process technology certification process; $C_{pm}$; $C_{p}$; Composite Parametric Yield (CPY); Coverage $C_{pk}$; YAT; YWL; Z-Score; parametric yield; semiconductor yield; yield improvement;
Journal_Title :
Semiconductor Manufacturing, IEEE Transactions on
DOI :
10.1109/TSM.2013.2261695