Nonlinear Adaptive Filter based on Nearest Neighbors in Phase Space

X.-C. Xiao, J.-C. Gan, and L.-M. Qin (PRC)


: prediction, adaptive filter, super chaotic system, nearest neighbor


The prediction of sophisticated nonlinear processes is a challenge project, and has been found vast applications in many areas. A new adaptive filter based on the concept of nearest neighbors in the phase space of the dynamic system under investigation has been proposed in this paper. The proposed NNNADF algorithm has been demonstrated very efficient in the prediction of sophisticated nonlinear systems.

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