Title :
A state-space approach for the analysis of wave and diffusion fields
Author :
Marano, Stefano ; Fah, Donat ; Loeliger, Hans-Andrea
Author_Institution :
Swiss Seismol. Service, ETH Zurich, Zurich, Switzerland
Abstract :
The analysis of wave and diffusion fields is a task central to a myriad of applications. Wave fields are encountered in acoustic, radar, and geophysics to name a few. Diffusion fields are found, for example, in physics, chemistry, and biology.
Keywords :
signal processing; acoustic; diffusion fields; geophysics; radar; state-space approach; wave analysis; Computational modeling; Fourier transforms; Mathematical model; Maximum likelihood estimation; Message passing; Propagation; Diffusion equation; Factor graph; State-space model; Wave equation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178434