
Migrating Industrial DfM into IC Manufacturing 83
gradients of pattern density (PD). It decreases sharply when ∆PD exceeds
a certain value. For low PD, the polishing time is typically shorter, and the
CMP process would be less likely to result in overpolishing of the ILD so
the potential yield drop is smaller for PD on the order of 30% than for PD on
theorder of 60%.
A common method to improve CMPLY is by adding ll pattern. This has
to be modeled independently from LFD and CAA. PD rules may rst require
adjusting drawn geometries because adding ll pattern to any preexisting
layout may not always be effective.
CMP optimization may be based ...