Design for Testability | 10. Advanced Topics and Emerging Trends in Design for Testability by Pavan | Learn Smarter
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10. Advanced Topics and Emerging Trends in Design for Testability

10. Advanced Topics and Emerging Trends in Design for Testability

The chapter discusses advanced topics and emerging trends in Design for Testability (DFT), with a focus on how traditional techniques are adapting to the complexities of modern electronic systems. It highlights various innovations such as AI-driven test generation, test compression, self-testable systems, and in-system testing, all of which are essential for improving testing efficiency and fault coverage in system-on-chip (SoC) and multi-core processor designs. By embracing these advancements, engineers can better ensure the reliability and maintainability of their designs.

23 sections

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  1. 10
    Advanced Topics And Emerging Trends In Design For Testability

    This section focuses on advanced techniques and emerging trends in Design...

  2. 10.1
    Introduction To Advanced Topics In Design For Testability

    This section introduces emerging trends in Design for Testability (DFT),...

  3. 10.2
    Emerging Trends In Design For Testability

    This section discusses emerging trends in Design for Testability (DFT),...

  4. 10.2.1
    Ai-Driven Test Generation And Fault Detection

    This section discusses the integration of AI and ML into design for...

  5. 10.2.1.1
    Automated Test Generation

    Automated Test Generation employs AI to enhance the efficiency and...

  6. 10.2.1.2
    Fault Detection With Machine Learning

    This section discusses the role of machine learning in enhancing fault...

  7. 10.2.1.3
    Predictive Analytics

    Predictive analytics involves using historical data to forecast potential...

  8. 10.2.2
    Test Compression And Minimization

    This section discusses test compression and minimization techniques in...

  9. 10.2.2.1
    Test Pattern Compression

    This section discusses test pattern compression techniques that reduce test...

  10. 10.2.3
    Adaptive And Reconfigurable Testability

    Adaptive and reconfigurable testability allows electronic systems to modify...

  11. 10.2.3.1
    Adaptive Scan Chains

    Adaptive scan chains dynamically adjust their configuration for optimized...

  12. 10.2.3.2
    Reconfigurable Testing

    Reconfigurable testing enhances testability by enabling systems to adjust...

  13. 10.3
    Advanced Components And Techniques For Enhancing Testability

    This section focuses on advanced fault modeling, test access mechanisms, and...

  14. 10.3.1
    Advanced Fault Modeling

    Advanced fault modeling is essential for addressing new failure mechanisms...

  15. 10.3.1.1
    Delay Faults

    Delay faults occur when signals in a circuit do not propagate within the...

  16. 10.3.1.2
    Transition And Path Delay Faults

    This section discusses transition and path delay faults in complex circuits,...

  17. 10.3.2
    Test Access Mechanisms

    Test access mechanisms (TAM) are crucial for enhancing testability in...

  18. 10.3.2.1
    Test Access Ports (Tap)

    This section focuses on Test Access Ports (TAP) as a critical mechanism for...

  19. 10.3.2.2
    Hierarchical Tam

    Hierarchical Test Access Mechanisms (TAM) improve testability in complex SoC...

  20. 10.3.3
    Power-Aware Testing

    Power-aware testing focuses on minimizing power consumption during the...

  21. 10.3.3.1
    Low-Power Test Patterns

    Low-power test patterns are optimized test sequences designed to minimize...

  22. 10.3.3.2
    Power Gating During Testing

    Power gating during testing minimizes power consumption in electronic...

  23. 10.4

    The conclusion emphasizes the rapid evolution of Design for Testability...

What we have learnt

  • Traditional DFT techniques must evolve to handle the increasing complexity of circuits.
  • Emerging trends like AI and in-system testing are enhancing testing efficiency and fault coverage.
  • Self-testable and self-healing systems are critical for mission-critical applications.

Key Concepts

-- AIDriven Test Generation
The use of artificial intelligence in generating test patterns automatically, enhancing fault detection and coverage.
-- Test Compression
Techniques designed to reduce the size of test data needed for testing, thereby improving efficiency and lowering memory usage.
-- InSystem Testability
The ability to test and diagnose systems while they are integrated into the final product, allowing for efficient operational testing.
-- SelfHealing Systems
Systems capable of detecting and correcting faults autonomously, ensuring continuous operation in critical scenarios.

Additional Learning Materials

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