In this correspondence, a blind adaptive method called the BA-FRESH filteri
ng technique is proposed and its convergence analyzed. The BA-FRESH filter
does not require training signals nor knowledge of the statistics of the de
sired signal. It is capable of separating desired signals from spectrally o
verlapping interference by knowing only the cycle frequencies of the signal
s.