Units
1. Introduction to Artificial Intelligence in Electronics and Communications Engineering: Boundaries, Validation, Responsibility and Ethics 2. Artificial Intelligence in Circuit Design and PCB Layout Support 3. Signal Processing: Filters, Sampling and Frequency Analysis 4. Modulation, Digital Communication and Error Recovery 5. RF, Antenna and Link Budget Analysis 6. Artificial Intelligence in Embedded Systems and Firmware Development 7. Communication Protocols and Network Stack 8. Artificial Intelligence in Network Performance and Optimization 9. Artificial Intelligence in EMC/EMI, Test and Measurement 10. Artificial Intelligence in Predictive Maintenance and Equipment Health 11. Verification of Standard and Regulatory Research 12. Signal and Telecom Data Analysis and Frontiers of AI with Python
Unit 10 / 12

Artificial Intelligence in Predictive Maintenance and Equipment Health

Gains:

  • Ability to summarize base station, power and field equipment telemetry with AI and find anomalies and bottlenecks
  • Ability to set up predictive maintenance logic with AI support with temperature, current, RF alarm and KPI trends
  • Ability to verify the malfunction prediction produced by AI with the decision of the field control and operation manager
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