Withtheincrease inglobal communication needs, the improvement ofsecure communication isofvital importance. In thisstudywe proposea new schemeforestablishing secure communication systems. In thenew schemeIndependent Component Analysis (ICA)isusedtoseparate Gaussian white noisefromchaotic signals andtheneachchaotic signal is controlled. Unlike thetraditional chaoscontrol techniques, this schemeisabletodealwithGaussian thewhitenoise thatoccurs inthenatural world.Theresults indicate thatourproposed systemcansuccessfully separate Gaussian whitenoiseand stabilize allthechaotic signals. Keywords-Communication; Signalprocessing; Chaotic Systems; Independent Component Analysis I. INTRODUCTION
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