I have several temporal signals of different dimensions, for example the motion of a point throughout time which would be of dimension 3, and the value of a temperature sensor, of dimension 1.

I would like to find out if these signals are correlated. Is there a measure of correlation that works for signals that do not have the same dimensionality?