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Measurement Chain Readiness for Instrument-Grade Energy Characterisation of Cellular IoT Devices
Can a laboratory measurement chain produce defensible instrument-grade energy measurements of cellular IoT devices?
0.00%
Current Measurement Deviation
0.00 dB
RF Branch Imbalance
~0×
Attribution Boundary
- Measurement Instruments
- Nordic PPK2, Anritsu MS2712E, HP 6611C, Keysight DSOX1102G
- Device Under Test
- Waveshare SIM7080G Cat-M/NB-IoT HAT
- Network Emulation
- Amarisoft Callbox, Band 25 FDD
- RF Network
- 20 dB / 30 dB attenuators, Wilkinson divider
- Engineering Readiness Outcome
- Ready for system-level energy measurement
Does not evaluate
- Frequency response across the operating band
- Any energy consumption result for any device
- Any device performance, battery life or deployment claim
- Thermal effects and long-term instrument drift
- Carrier boards other than the one evaluated
- Radiated measurement of any kind
Version 1.0 · August 2026
Engineering Publications
Selected Engineering Work
Technical studies and briefs developed from Radianode's engineering work.
INT8 Post-Training Quantization for Seq2Point NILM on Resource-Constrained Edge Platforms
Measuring Energy in Cellular IoT Devices
Measurement Chain Readiness for Instrument-Grade Energy Characterisation of Cellular IoT Devices