Knowledge-Driven Board-Level Functional Fault Diagnosis

• Main Authors: Ye, Fangming (Author), Zhang, Zhaobo (Author), Chakrabarty, Krishnendu (Author), Gu, Xinli (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Subjects: Engineering.; Data mining.; Electronics.; Microelectronics.; Electronic circuits.; Circuits and Systems.; Data Mining and Knowledge Discovery.; Electronics and Microelectronics, Instrumentation.

This book provides a comprehensive set of characterization, prediction, optimization, evaluation, and evolution techniques for a diagnosis system for fault isolation in large electronic systems. Readers with a background in electronics design or system engineering can use this book as a reference to...

Table of Contents:

• Introduction
• Diagnosis System Design for Higher Accuracy
• Adaptive Diagnosis Process
• Handling Missing Syndromes
• Information-Theoretic Evaluation of Diagnosis System
• Knowledge Discover and Knowledge Transfer
• Conclusion.