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Equation 10 · Part 1 · Edge AI Electronics and Sensor Systems: A First-Principles Introduction

Symbol D

DD
DD

What this part means

the fraction of time spent active.

Its job in the formula

D 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

where D is the fraction of time spent active.

The passage around this formula

where D is the fraction of time spent active. Because PactiveP_{\text{active}} is typically one to three orders of magnitude larger than PidleP_{\text{idle}} for a real accelerator, battery life is dominated almost entirely by D and by PidleP_{\text{idle}} — not by how efficient the processor is once it wakes up. This is precisely why an always-on product design effort spends so much of its attention on cheap, low-power triggering stages (a simple always-listening front end that only wakes the expensive processor when something resembling the target event occurs) rather than on the accelerator’s peak TOPS figure, which only matters for the small fraction of time D actually represents.

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Learn the underlying idea

A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.

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Sources cited in the article section

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