TY - GEN
T1 - Color balancing aware double patterning
AU - Lin, Meng Yi
AU - Li, Yih-Lang
AU - Lin, Kuen Wey
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/21
Y1 - 2017/7/21
N2 - In electronic design automation, the problem of double patterning lithography (DPL) can be formulated as follows. Two features of a layout should be assigned different colors if their spacing is less than the minimum coloring spacing. Because only two colors are used in DPL, a layout may contain a pattern which cannot be assigned a color. To resolve the conflict, a stitch is used to split a feature into two parts and then the two parts can be assigned different colors. However, stitches will cause yield loss. Moreover, a balanced coloring will lead to better patterning quality. In brief, the focus of DPL is the reduction of conflicts and stitches and the balance of colors. In this paper, we propose an integer linear programming (ILP)-based algorithm to address the DPL problem with graph theory. Because it is time-consuming to generate a solution for a whole layout with ILP, we extract faces from the conflict graph which is used to represent a layout. Thus, an ILP formulation for face is proposed. Finally, these faces are merged according to the negotiation on the quality of solution. Experimental results show that, compared to the method without considering the balance of color, our algorithm can generate solutions with 15% less area difference averagely with the same quality of conflicts and stitches. Moreover, compared to the previous algorithm of layout decomposition, our algorithm can reduce the number of conflicts by 29%, the number of stitches by 12% averagely.
AB - In electronic design automation, the problem of double patterning lithography (DPL) can be formulated as follows. Two features of a layout should be assigned different colors if their spacing is less than the minimum coloring spacing. Because only two colors are used in DPL, a layout may contain a pattern which cannot be assigned a color. To resolve the conflict, a stitch is used to split a feature into two parts and then the two parts can be assigned different colors. However, stitches will cause yield loss. Moreover, a balanced coloring will lead to better patterning quality. In brief, the focus of DPL is the reduction of conflicts and stitches and the balance of colors. In this paper, we propose an integer linear programming (ILP)-based algorithm to address the DPL problem with graph theory. Because it is time-consuming to generate a solution for a whole layout with ILP, we extract faces from the conflict graph which is used to represent a layout. Thus, an ILP formulation for face is proposed. Finally, these faces are merged according to the negotiation on the quality of solution. Experimental results show that, compared to the method without considering the balance of color, our algorithm can generate solutions with 15% less area difference averagely with the same quality of conflicts and stitches. Moreover, compared to the previous algorithm of layout decomposition, our algorithm can reduce the number of conflicts by 29%, the number of stitches by 12% averagely.
KW - Double patterning lithography
KW - Integer linear programming and layout decomposition
UR - http://www.scopus.com/inward/record.url?scp=85028575408&partnerID=8YFLogxK
U2 - 10.1109/ICASI.2017.7988407
DO - 10.1109/ICASI.2017.7988407
M3 - Conference contribution
AN - SCOPUS:85028575408
T3 - Proceedings of the 2017 IEEE International Conference on Applied System Innovation: Applied System Innovation for Modern Technology, ICASI 2017
SP - 284
EP - 287
BT - Proceedings of the 2017 IEEE International Conference on Applied System Innovation
A2 - Meen, Teen-Hang
A2 - Lam, Artde Donald Kin-Tak
A2 - Prior, Stephen D.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 IEEE International Conference on Applied System Innovation, ICASI 2017
Y2 - 13 May 2017 through 17 May 2017
ER -