A new blind separation algorithm without nonlinear functions is propos
ed. The algorithm is derived using the decorrelation process near an e
quilibrium point. The algorithm uses the correlation between its outpu
ts and the sensor signals in the decorrelation process. The validity a
nd performance of the algorithm are confirmed through computer simulat
ions.