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SEMATECH Creates a Budget for Process-Induced Defects

The Roadmap estimates process-specific defect densities for 0.25 µm to 0.05 µm devices.

Staff -- Semiconductor International, 1/1/1998

The new SIA Roadmap proposes defect targets for the 0.25 µm and future generations of devices based on 60% yield in a device's first year of production and 85-95% yields for mature products (Table 1). SEMATECH defines process-induced defects (PIDs) per square meter as follows:

where F = faults per mask level
S = minimum defect size
n = technology node

Average PIDs for the 0.25 µm generation were determined using results of a 1996 study of 1997 PIDs at SEMA-TECH member companies. For yield and defect density correlation, SEMATECH used the negative binomial yield model:

where
Y = 60%
A = critical area
a = 2
Do = defect density

The table presents worst case defect budgets assuming that all process levels are at minimum device geometries, even though relaxed geometries exist on all devices within any given process node.

The 1997 Roadmap, focusing on equipment and PIDs, calls for continued development and availability of defect detection, review and classification technologies that can combine greater sensitivity with high throughput. One of the greatest existing challenges is detecting defects associated with high-aspect-ratio contacts and combinations of canals and vias in dual-damascene structures.

SEMATECH identifies the five most difficult defect reduction challenges through the 0.1 µm (100 nm) generation as follows:

  • To develop, validate and use accurate defect budget models requiring new test structures; correlation of PIDs, particles per wafer pass, product inspections and in situ measurements; and impact of within-wafer variations on yield predictions;
  • To inspect high-aspect-ratio contacts, vias and trenches solving the issue of poor transmission of energy into bottom of via and subsequent detection;
  • To correlate trace impurity specifications with device yield by developing test structures and models capable of determining impact of trace metallics, ions and organics on device performance, reliability and yield;
  • To isolate faults with increasing device complexity ability to rapidly isolate features on non-arrayed (i.e., non-memory) chips;
  • To build defect-free, intelligent equipment using better models (chemistry/contamination), materials technology, software and sensors to provide robust process tools capable of failure prediction and automated correct action response.

Table 1. Yield Model and Defect Budget Technology Requirements

PDF version of the table below (6kB)

Year of first product shipment 1997 1999 2001 2003 2006 2009 2012
Technology generation (nm) 250 180 150 130 100 70 50
Critical defect size (nm) 125 90 75 65 50 35 25
Electrical D0/m2 @ 60% yield 1940 1712 1512 1353 1119 939 776
Microprocessor area (mm2) 300 340 385 430 520 620 750
Mask levels 22 23 23 24 25 27 28
Faults per mask level 88 74 66 56 45 35 28
PID budget (defects/m2) @ 60% yield (1st year of production)
FEOL* Doping 860 376 231 149 70 27 11
Interconnect 1076 471 289 186 87 33 14
Surface prep 1642 718 441 284 133 51 21
Thermal/thin film 850 372 228 147 69 26 11

BEOL*

Interconnect 605 265 162 105 49 19 8
Planarization 1418 620 380 245 115 44 18
Surface prep 1718 751 461 297 140 53 22

FEOL/BEOL

Lithography 648 284 174 112 53 20 8
Metrology inspection 1195 523 321 207 97 37 15
Wafer handling 30 13 8 5 2 1 0.4
Solutions exist -
Solutions being pursued -
No known solutions -
* FEOL: Front end of line
** BEOL: Back end of line
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