Multiscale Synthesis and Analysis of Fractal Renewal Processes

A novel multiscale framework is introduced for the representation of a clam of fractal point processes. Using this framework, efficient algorithms are developed for the Rynthesis of fractal point processes from a mixture of Poisson processes. Multiscale analysis algorithms are also developed within this framework for computing Maximum-Likelihood fractal dimension estimates of such processes from corrupted observations.