Design specific variation in pattern transfer by via/contact etch ...

Design specific variation in pattern transfer by via/contact etch ... Design specific variation in pattern transfer by via/contact etch ...

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Calibration Methodology � Allocate a number of vias/contacts not less than the number of model parameters. The best practice is to pick the features from the regions characterized by different pattern densities � Measure either etch rates, post-etch via depth, or CD for these features � Run the VCE and extract from the data-base the relative fluxes of all radicals coming to the measured features: γ ij � Run a optimization module to extract parameters values providing the best fit between calculated and measured characteristics. Calculated depths 184 180 176 172 R 2 = 0.9226 168 164 168 172 176 180 184 Measured depths Correlation of 92% was achieved for process node: 55 nm; test chip size of 25.2x30.7 mm (a) (b) Measured values (plotted by triangles) and calculated values (squares) of vias (a) with top diameter 110 nm, and (b) with top diameter 67 nm. Copyright ©2008, Mentor Graphics. 26

VCE Capability Based on accurate calculation of an across-die flux variation of radicals participating in etch reactions we can predict: Across-die etch rate variation Via 3 layer Via5 layer Copyright ©2008, Mentor Graphics. 27

Calibration Methodology<br />

� Allocate a number of <strong>via</strong>s/<strong>contact</strong>s not less than the number of model parameters. The best practice<br />

is to pick the features from the regions characterized <strong>by</strong> different <strong>pattern</strong> densities<br />

� Measure either <strong>etch</strong> rates, post-<strong>etch</strong> <strong>via</strong> depth, or CD for these features<br />

� Run the VCE and extract from the data-base the relative fluxes of all radicals com<strong>in</strong>g to the<br />

measured features: γ ij<br />

� Run a optimization module to extract parameters values provid<strong>in</strong>g the best fit between calculated<br />

and measured characteristics.<br />

Calculated depths<br />

184<br />

180<br />

176<br />

172<br />

R 2 = 0.9226<br />

168<br />

164 168 172 176 180 184<br />

Measured depths<br />

Correlation of 92% was achieved for process node:<br />

55 nm; test chip size of 25.2x30.7 mm<br />

(a) (b)<br />

Measured values (plotted <strong>by</strong> triangles) and calculated<br />

values (squares) of <strong>via</strong>s (a) with top diameter 110 nm, and<br />

(b) with top diameter 67 nm.<br />

Copyright ©2008, Mentor Graphics.<br />

26

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