Title :
Differential geometry and applications to signal processing and tracking
Author_Institution :
CASSIDIAN, Ulm, Germany
Abstract :
Differential geometric structures derived from statistics are a new and increasing topic of mathematics. A new discipline arise from this ideas, called information geometry which considers Fishers information metric from the differential geometric view and gives new insights in statistics and estimation theory. Also first applications to engineering areas like signal processing and tracking are discovered.
Keywords :
differential geometry; signal processing; statistics; Fishers information metric; differential geometry; information geometry; signal processing; signal tracking; statistics; Estimation theory; Gaussian distribution; Information geometry; Manifolds; Measurement; Signal processing;
Conference_Titel :
Radar Symposium (IRS), 2011 Proceedings International
Conference_Location :
Leipzig
Print_ISBN :
978-1-4577-0138-2