Structural signal processing with application to: 1) Parameter-invariant and time-varying null filtering 2) Separation of broadband signals with overlapping spectra Irregular sampling strategies with applications to: 1) Signal/image representation 2) Reconstruction and compression, Adaptive algorithms for 1D and 2D parameter estimation