Knowledge Network Approach to Noise Reduction
arXiv:physics/0609048
Abstract
Previous preliminary results on the application of knowledge networks to noise reduction in stationary harmonic and weakly chaotic signals are extended to more general cases. The formalism gives a novel algorithm from which statistical tests for the identification of deterministic behavior in noisy stationary time series can be constructed.
9 pages, 21 figures