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Equation 5 · Part 1 · Edge AI Electronics and Sensor Systems in Practice: An Advanced Technical Guide

Symbol f_sleep

fsleepf_{\text{sleep}}
fsleepf_{\text{sleep}}

What this part means

the since.

Its job in the formula

fsf_sleep is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Where the article explains it

This formulation is worth writing out because it exposes the one lever that dominates every other design decision: since fsleepf_{\text{sleep}} is normally close to one and PsleepP_{\text{sleep}} 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 PiP_i 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 fsleepf_{\text{sleep}} is normally close to one and PsleepP_{\text{sleep}} 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…

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