Baseline Algorithms

The goal is the development of efficient algorithms for signal decomposition and processing exploiting the mathematical tools developed in the work packages Localization Measures, Construction of Minimizers and Frames and Signal Expansions. We shall develop, analyse, implement and test algorithms for computing the transforms associated to waveform systems, for obtaining optimal signal expansions with respect to these systems, and for solving standard benchmark problems. A main objective is to come out with algorithms and implementations that outperform state of the art methods for these benchmark test problems. Another main goal is to provide efficient and portable implementations, that will be made available to all groups of the consortium for testing, in particular in view of GPU Implementation and 3D MALDI Imaging developments.

We have the following aims: