An Effective Chemical Mechanical Polishing Fill Insertion Approach

Abstract

To reduce chip-scale topography variation, dummy fill is commonly used to improve the layout density uniformity. Previous works either sought the most uniform density distribution or sought to minimize the inserted dummy fills while satisfying certain density uniformity constraint. However, due to more stringent manufacturing challenges, more criteria, like line deviation and outlier, emerge at newer technology nodes. This article presents a joint optimization scheme to consider variation, total fill, line deviation, outlier, overlap, and running time simultaneously. More specifically, first we decompose the rectilinear polygons and partition fillable regions into rectangles for easier processing. After decomposition, we insert dummy fills into the fillable rectangular regions optimizing the fill metrics simultaneously. We propose three approaches, Fast Median approach, LP approach, and Iterative approach, which are much faster with better quality, compared with the results of the top three contestants in the ICCAD Contest 2014.

Rectangular Partitions of a Rectilinear Polygon

“…Geometric structures such as the Voronoi diagram [29,30] and the Delaunay triangulation [5] partition the underlying space into regions based on proximity. There are various applications in chip manufacturing [19], geoinformatics [23], and pattern recognition [1,27].…”