Adaptive sampling for effective multi-layer defect monitoring

The main purpose of this paper is to provide an effective adaptive sampling strategy for defect monitoring in semiconductor manufacturing. The proposed sampling strategy varies the amount of sampling based on previous observations to achieve fast excursion detection or minimum yield loss due to excursions. This scheme will require the equal or less amount of inspection capacity than the traditional static sampling approach.