Book contents
- Electromigration in Metals
- Electromigration in Metals
- Copyright page
- Dedication
- Contents
- Preface
- 1 Introduction to Electromigration
- 2 Fundamentals of Electromigration
- 3 Thermal Stress Characteristics and Stress-Induced Void Formation in Aluminum and Copper Interconnects
- 4 Stress Evolution and Damage Formation in Confined Metal Lines under Electric Stressing
- 5 Electromigration in Cu Interconnect Structures
- 6 Scaling Effects on Microstructure of Cu and Co Nanointerconnects
- 7 Analysis of Electromigration-Induced Stress Evolution and Voiding in Cu Damascene Lines with Microstructure
- 8 Massive-Scale Statistical Studies for Electromigration
- 9 Assessment of Electromigration Damage in Large On-Chip Power Grids
- Index
- References
8 - Massive-Scale Statistical Studies for Electromigration
Published online by Cambridge University Press: 05 May 2022
- Electromigration in Metals
- Electromigration in Metals
- Copyright page
- Dedication
- Contents
- Preface
- 1 Introduction to Electromigration
- 2 Fundamentals of Electromigration
- 3 Thermal Stress Characteristics and Stress-Induced Void Formation in Aluminum and Copper Interconnects
- 4 Stress Evolution and Damage Formation in Confined Metal Lines under Electric Stressing
- 5 Electromigration in Cu Interconnect Structures
- 6 Scaling Effects on Microstructure of Cu and Co Nanointerconnects
- 7 Analysis of Electromigration-Induced Stress Evolution and Voiding in Cu Damascene Lines with Microstructure
- 8 Massive-Scale Statistical Studies for Electromigration
- 9 Assessment of Electromigration Damage in Large On-Chip Power Grids
- Index
- References
Summary
In Chapter 8, the statistical nature of electromigration is described. Along with understanding of the basic physical degradation mechanisms, this is an important area of research due to the need for extrapolations from simple test structures to the product level. One has to keep in mind that electromigration testing is usually done on single-link structures. In some instances, a few links are stitched together in a series or parallel fashion, but massive-scale studies with large interconnect arrays have not been implemented yet as a standard testing methodology. Only the application of very large test structures with an extended amount of interconnect links encompassing metal lines and contacts/vias can lead to the detection of “early” or “extrinsic” failures, which are the limiting factor in the extrapolation to product-level interconnect systems. The detection of these early failures in electromigration and the complicated statistical nature of this important reliability phenomenon have been difficult issues to treat for decades in the past. In Chapter 8, an innovative technique utilizing large interconnect arrays in conjunction with the well-known Wheatstone Bridge are discussed, and both Al- and Cu-based interconnect technologies are described.
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- Electromigration in MetalsFundamentals to Nano-Interconnects, pp. 338 - 379Publisher: Cambridge University PressPrint publication year: 2022