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EP10 IoT Data Instrumentation and Measurement

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Alex Castrounis, Luke Libraro, and Skylar Roebuck discuss data instrumentation, measurement, and considerations in IoT solutions. Topics discussed include:


  • Sensor accuracy and precision, including impact on costs

  • Data sampling rates and tradeoffs with cost, bandwidth, throughput, power requirements, etc.

  • Real-time, offline, on-device, and edge processing and analytics

  • Sensor calibration and offsets

  • Absolute vs relative sensor measurements

  • Proxy/analog data measurements

  • Data depth and processing required for machine learning applications 

    • ...more
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