I understand that the lock-in technique came about in an effort to improve signal to noise ratio.
There are lock-in amplifiers operating in high and low frequency regimes.
In the context of signal to noise ratio, it seems what determines the noise portion is the bandwidth of your lock-in signal (since rms noise voltage at the output is proportional to the square root of the band width).
So, what are the benefits and downsides of running it at high frequencies vs low frequencies?