Design for Manufacturability and Statistical Design: A Constructive Approach

ISBN-13: 9781441940445 / Angielski / Miękka / 2010 / 316 str.

Michael Orshansky; Sani Nassif; Duane Boning

Opis

Design for Manufacturability and Statistical Design: A Comprehensive Approach presents a comprehensive overview of methods that need to be mastered in understanding state-of-the-art design for manufacturability and statistical design methodologies. Broadly, design for manufacturability is a set of techniques that attempt to fix the systematic sources of variability, such as those due to photolithography and CMP. Statistical design, on the other hand, deals with the random sources of variability. Both paradigms operate within a common framework, and their joint comprehensive treatment is one of the objectives of this book and an important differentation.

Spis treści

Sources of Variability.- Front End Variability.- Back End Variability.- Environmental Variability.- Variability Characterization and Analysis.- Test Structures For Variability.- Statistical Foundations Of Data Analysis And Modeling.- Design Techniques for Systematic Manufacturability Problems.- Lithography Enhancement Techniques.- Ensuring Interconnect Planarity.- Statistical Circuit Design.- Statistical Circuit Analysis.- Statistical Static Timing Analysis.- Leakage Variability And Joint Parametric Yield.- Parametric Yield Optimization.- Conclusions.

Blurb

Design for Manufacturability and Statistical Design: A Constructive Approach provides a thorough treatment of the causes of variability, methods for statistical data characterization, and techniques for modeling, analysis, and optimization of integrated circuits to improve yield. The objective of the constructive approach developed in this book is to formulate a consistent set of methods and principles necessary for rigorous statistical design and design for manufacturability from device physics to large-scale circuit optimization. The segments of the book are devoted, respectively, to

• understanding the causes of variability;
• design of test structures for variability characterization;
• statistically rigorous data analysis;
• techniques of design for manufacturability in lithography and in chemical mechanical polishing;
• statistical simulation, analysis, and optimization techniques for improving parametric yield.

Design for Manufacturability and Statistical Design: A Constructive Approach presents an overview of the methods that need to be mastered for state-of-the-art design for manufacturability and statistical design methodologies.  It is an important reference for practitioners and students in the field of computer-aided design of integrated circuits.