Maximum Correntropy Criteria Adaptive filter with adaptive step size

Maximum Correntropy Criteria (MCC) based adaptive algorithm with adaptive step size is proposed. Here the adaptive step size is based on minimization of Mean square Deviation (MSD) error to obtain improve performance in terms of speed and error. The algorithm is tested by suitable simulations used for system identification problem.