A Mind at Play: How Claude Shannon Invented the Information Age

by Jimmy Soni

That explains what the logarithm is doing in Hartley’s formula (and Nyquist’s): it’s converting an exponential change into a linear one. For Hartley, this was a matter of “practical engineering value.”