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ATE Handbook: Practical Guide to Automated Test Systems for RF Production

ATE in the age of 5G and beyond: practical methods for synchronization, calibration, and AI-driven production test.

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About

About

About the Book

This handbook is a practical guide for engineers, researchers, and technical leaders working with Automated Test Equipment (ATE) in radio-frequency (RF) production. It does not repeat textbook formulas, but instead distills lessons learned from real industrial projects, covering everything from mmWave measurements to intelligent calibration and data-driven yield improvement.

Key topics include:

  • Fundamentals of ATE and its role across the product lifecycle
  • Core KPIs: cycle time, first-pass yield, cost of test, and traceability
  • RF measurement essentials, synchronization, and nonlinear phase detection
  • Hardware and software architectures: PXI, AXIe, LabVIEW, Python, C/C++
  • Calibration and correlation methods for production environments
  • Data analytics and AI for anomaly detection, adaptive test, and predictive maintenance
  • Deployment strategies: from pilot lines to full-scale production
  • Compliance, standards, and emerging trends toward 6G and advanced arrays

All examples are anonymized, and datasets are synthetic, ensuring confidentiality while maintaining real-world applicability. Whether you are moving from R&D into production, scaling a pilot line, or optimizing a mature factory, this book provides actionable tools to improve reliability, traceability, and efficiency of RF test systems.

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Author

About the Author

Tatyana Krasik

Tatyana Krasik is an engineer and researcher specializing in radio-frequency (RF) testing, automated test equipment (ATE), and production system optimization. She holds a PhD in electronics and has authored more than 80 scientific publications, patents, and software solutions across multiple industries, from textile automation to advanced 5G telecommunications.

Over the past decade, Tatyana has worked at global technology companies, focusing on measurement accuracy, intelligent calibration, and test automation. Her contributions include patented systems that reduced manufacturing defects by more than half and novel methods for synchronizing multi-detector phased systems.

Today she shares her experience to help engineers bridge the gap between laboratory design and production reality, with a focus on reliability, traceability, and efficiency in RF testing. This handbook reflects her practical insights, gained from transforming complex test challenges into robust industrial solutions.

Contents

Table of Contents

    • ATE Handbook: Practical Guide to Automated Test Systems for RF Production
      • Preface
      • Introduction
    • Part I — Fundamentals
      • Role of ATE in RF Production
      • Where ATE Fits in the Product Lifecycle
      • KPIs: Cycle Time, FPY, Yield, Cost of Test (CoT)
      • Traceability & Compliance Basics
      • RF Measurement Essentials (to mmWave)
      • Spectral & Vector Measurements; Uncertainty & Budgets

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