how can I tell the difference bewteen chaos and periodic with lots of noise?

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I am most interested in the difference of power spectrums between chaos and periodicity.

I read some paper on testing chaos against some more general alternatives (mostly stochastic systems) through means of either the embedding dimension methods or Lyapunov exponent.

However, I wonder if it is possible to tell chaos from periodics with lots noise just by looking at their power spectrum. Is it possible?