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The most common form of linear oscillator is an electronic amplifier such as a transistor or op amp connected in a feedback loop with its output fed back into its input through a frequency selective electronic filter to provide positive feedback.
When the power supply to the amplifier is first switched on, electronic noise in the circuit provides a signal to get oscillations started.
The noise travels around the loop and is amplified and filtered until very quickly it becomes a sine wave at a single frequency.

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