A periodic signal can be perfectly predicted far into the future since it p
erfectly repeats every period. There is always some variation in the wavefo
rm over time for signals which are labeled as periodic but which are not tr
uly deterministic. A formal definition is presented in this paper for such
a varying periodic signal and the properties of such a class of signals are
exploited. A measure called a signal coherence function of the amount of r
andom variation in each Fourier component of the signal is defined and its
statistical properties are developed. This signal coherence function is ver
y different from the coherence function between two stationary signals. The
method is applied to a digitized record of an acoustic signal generated by
a boat in a bay in the Baltic Sea south of Stockholm, Sweden.