Fluctuations which exit the Hubble radius during the matter-dominated contracting phase of a bouncing cosmology will, under certain conditions, lead to a scale-invariant spectrum of cosmological fluctuations, and thus to an alternative to cosmological inflation. I will discuss possible realizations of this scenario as well as some observational predictions.