Nonlinear Cross-Spectral Analysis and Pattern Recognition

摘要

Generalized harmonic analysis has been applied in many fields, and has become the basis of statistical communication theory. This paper introduces another generalization of this technique, with the specific intention of testing the nature of nonlinear interaction in time series data. The nonlinear cross-spectrum developed is illustrated with examples from meteorology and neuroelectric signals. (Author)