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研究生: 鍾承恩
Chung, Cheng-En
論文名稱: 基於多重延遲插入的時序感知錯誤模擬之小延遲缺陷診斷方法
Small Delay Defect Diagnosis via Timing-Aware Fault Simulation with Variant Delay Insertion
指導教授: 李昆忠
Lee, Kuen-Jong
學位類別: 碩士
Master
系所名稱: 智慧半導體及永續製造學院 - 晶片設計學位學程
Program on Integrated Circuit Design
論文出版年: 2025
畢業學年度: 113
語文別: 英文
論文頁數: 56
中文關鍵詞: 錯誤診斷邏輯診斷小延遲缺陷
外文關鍵詞: Fault Diagnosis, Logic Diagnosis, Small Delay Defects (SDDs)
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  • 隨著半導體技術的進步,時序邊界日益縮小,小延遲缺陷已成為系統晶片測試中的主要課題。此外,由於其對電路時序的影響細微且受製程變異影響,使得小延遲缺陷的診斷更具挑戰性。本文提出一種小延遲缺陷診斷方法,透過多個延遲值的注入提升故障模擬解析度,並藉由不一致加權評分方式增強候選缺陷的排序準確性。該方法考慮了時序不確定性與製程變異的影響,能夠實現更準確的缺陷定位。
    實驗結果顯示,本方法在診斷準確性方面有顯著提升。此外,我們引入一項新的評估指標預期命中次數 (EHC),進一步驗證本方法在實務中實施物理故障分析(PFA)時的強效性。與傳統診斷指標不同,EHC可直接量化成功識別實際缺陷位置的機率,能夠同時反映候選排序品質與同分情況對診斷結果的影響。因此,EHC提供了一種更貼近實務分析需求的診斷成效評估方式。

    As semiconductor technology advances, small delay defects (SDDs) have become a major concern in System-on-Chip (SoC) testing due to shrinking timing margins. Moreover, diagnosing SDDs is challenging due to their subtle impact on circuit timing and the existence of process variations. This thesis presents an SDD diagnosis method that improves fault simulation resolution through multiple delay injections and enhances candidate ranking using a mismatch-weighted (MW) score. The proposed approach accounts for timing uncertainty and process variation effects, enabling more robust and accurate defect localization.
    Experimental results demonstrate significant improvements in diagnostic accuracy. In addition, evaluation using a new metric called the Expected Hit Count (EHC) confirms the method’s strong effectiveness under practical physical failure analysis (PFA) constraints. Unlike conventional diagnostic metrics, EHC directly quantifies the probability of successfully identifying the actual defect location, reflecting both candidate ranking quality and the impact of ranking ties. This allows a more realistic assessment of diagnostic success Experimental results demonstrate significant improvements in diagnostic accuracy. In addition, evaluation using a new metric called the Expected Hit Count (EHC) confirms the method’s strong effectiveness under practical physical failure analysis (PFA) constraints. Unlike conventional diagnostic metrics, EHC directly quantifies the probability of successfully identifying the actual defect location, reflecting both candidate ranking quality and the impact of ranking ties. This allows a more realistic assessment of diagnostic success in real-world failure analysis scenarios.

    摘要 i Abstract ii 致謝 iv TABLE OF CONTENTS v LIST OF TABLES vi LIST OF FIGURES vii CHAPTER 1 Introduction 1 CHAPTER 2 Limitations of TDF Models and Importance of Delay Selection in Diagnosing SDDs 5 CHAPTER 3 Overview of the Proposed Small Delay Defect Diagnosis Flow 8 CHAPTER 4 Timing-Aware Fault Simulation with Variant Delay Insertion 10 CHAPTER 5 Mismatch-Weighted Scoring for SDDS 16 CHAPTER 6 Experimental Results 26 CHAPTER 7 Conclusions 42 References 44

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