主权项 |
1. A method implemented in a computer infrastructure having computer executable code tangibly embodied on a computer readable storage medium having programming instructions operable to:
obtain a simulation of a metal layer and a via; and determine a probability that an arbitrary point (x, y) on the metal layer is covered by the via by calculating a statistical coverage area metric followed by mathematical approximations of a summing function; detecting at risk structures of a semiconductor device during lithography based on the determined probability, wherein determining the probability that the arbitrary point (x, y) on the metal layer is covered by the via comprises: determining that the metal layer is inside the via by calculating:Pin(viacovers[x,y])=1-P(Ox≤-x&Oy≤-y)=1-P(Ox≤-x)P(Oy≤-y)=1-14P(Ox≥x)P(Oy≥y)(equation1) wherein:
Pin is representative of a probability that the via covers the metal layer, at the arbitrary point; determining that the metal layer is outside the via by calculating:Pout(viacovers[x,y])=P(Ox≥(Rv-x)&Oy≥(Rv-y))=P(Ox≥(Rv-x))P(Oy≥(Rv-y))(equation2) wherein:
Pout is representative of the probability that the via covers the metal layer, at the arbitrary point outside the nominal via shape; andOx and Oy follows Gaussian distributions to calculate for the Pin and Pout;Rv represents the radius of the nominal via shape; computing a probabilistic area of contact made by a ring having radius “dr” at a distance “r” from a center of the via, wherein:dAP=P(viacovers[r,r])·M(r)·A(r)=P(viacovers[r,r])·M(r)·2πrdr(equation3) wherein:
M(r) is a fraction of the ring on which metal exists ε(0,1), where “0” represents no metal on the ring and “1” represents metal existing on an entire portion of the ring;providing equi-probability regions generated by sizing the via by a maximum overlay amount, wherein the equi-probability regions are represented by Co, C1. . . Cn; andcalculating a total probabilistic area of contact made by the via by integrating over r∞ by:Ap=∫r=0∞ⅆAp=∫r=0∞P(viacovers[r,r])Mr2πrⅆr;(equation4)and
wherein the mathematical approximations of the summing function is provided by discretizing equation (4), wherein the arbitrary point (x, y) is defined by an x coordinate and a y coordinate in a cartesian coordinate system, wherein P is a probability, and Ox and Oy is an overlay in an x direction and a y direction, respectively, and wherein [r, r] is a point, Mr2πrdr is an area of the ring covered by the metal, and ε is a member of a set of (0, 1). |