This paper deals with two problems. The first one is the noise decontaminat
ion of chaotic carriers using a maximum likelihood approach, the second is
the design of communications schemes with chaotic carriers. After presentin
g improvements of the noise decontamination algorithms, we apply them in co
mmunication schemes, Experimental evidences show competitive capabilities o
f the proposed schemes with respect to the existing chaos-based modulation-
demodulation techniques. In our approach we assume that the dynamics of the
carriers are known in advance.