Chaotic signals can be used as carriers of information in communication sys
tems. In this work we describe a simple encoding method that allows one to
map any desired bit sequence into a chaotic waveform. The redundancy of the
resulting information carrying signal enables us to devise a novel signal
reconstruction technique that is able to recover relatively large parts of
the chaotic signal starting from just a few samples of it. We show that thi
s technique allows one to increase both the transmission reliability and th
e transmission rate of a communication system even in the presence of noise
.