Equation 5 · Part 1 · Edge AI Electronics and Sensor Systems in Practice: An Advanced Technical Guide
Symbol f_sleep
What this part means
the since.
Its job in the formula
leep is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol f_sleep→Article meaning
Where the article explains it
This formulation is worth writing out because it exposes the one lever that dominates every other design decision: since is normally close to one and is normally the smallest term, the average power is overwhelmingly sensitive to the escalation rate — how often the cheap monitoring stage decides something interesting is happening — far more than to how efficient the expensive inference stage is once escalated.
The passage around this formula
…inference, radio) and is the measured — not datasheet-typical — power draw in that state. This formulation is worth writing out because it exposes the one lever that dominates every other design decision: since is normally close to one and is normally the smallest term, the average power is overwhelmingly sensitive to the escalation rate — how often the cheap monitoring stage decides something interesting is happening — far more than to how efficient the expensive…
Learn the underlying idea
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Sources cited in the article section
- [8] Hello Edge: Keyword Spotting on Microcontrollers ↗
- [10] Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks ↗
- [3] MLPerf Tiny Benchmark ↗
These citations provide research context; check each source for the exact claim it supports.