Model structures with wavelet basis functions

The paper addresses formalization of discrete model structures in a simulation/ predictive framework with generalized basis functions and in particular with wavelet basis functions. In deviation from traditional methods that develop models in terms of sampled data, the model directly relates wavelet projections of data thereby effectively utilizing the benefits offered by wavelet basis functions. Nonlinear estimate of output from sparse...