Fourier Transforms and Series for the NON mathematically inclined.
The book "Blip, Ping &amp; Buzz", by M. Denny (2007, John Hopkins University Press), explains signal processing, as used in sonar and radar, at the level of a supermarket science magazine.  Some algebra required.  More on the use of Fourier analysis than any theory.