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Equation 1 · Part 2 · Comparing the Main Approaches to Edge AI Electronics and Sensor Systems

Symbol D

Pˉ=D⋅Pactive+(1−D)⋅Pstandby\bar{P} = D \cdot P_{\mathrm{active}} + (1-D) \cdot P_{\mathrm{standby}}
DD

What this part means

the fraction of time spent actively computing.

Its job in the formula

D is one of the signed contributions combined to compute the quantity on the left.

Where the article explains it

where D is the fraction of time spent actively computing and PstandbyP_{\mathrm{standby}} is the power drawn the rest of the time.

The passage around this formula

An always-on system’s design target is not peak throughput but the average power drawn between the (usually rare) events that matter, which can be written as a simple duty-cycle model: Pˉ=D⋅Pactive+(1−D)⋅Pstandby\bar{P} = D \cdot P_{\mathrm{active}} + (1-D) \cdot P_{\mathrm{standby}}. where D is the fraction of time spent actively computing and PstandbyP_{\mathrm{standby}} is the power drawn the rest of the time. For a keyword detector or a vibration monitor, D is typically small and falling, so Pˉ\bar{P} is dominated by PstandbyP_{\mathrm{standby}} almost regardless of how fast the active phase runs —…

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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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