DocumentCode
3744182
Title
A simple approach to numerical methods for stochastic differential equations in Lie groups
Author
Goran Marjanovic;Marc J. Piggott;Victor Solo
Author_Institution
School of Electrical Engineering and Telecommunications, University of New South Wale, Sydney, Australia
fYear
2015
Firstpage
7143
Lastpage
7150
Abstract
A large number of important engineering applications require solving stochastic differential equations (SDEs) so that geometrical constraints are satisfied, e.g. the solution has to lie in a matrix Lie group. But the few papers that properly derive numerical schemes for SDEs evolving in Lie groups are in the mathematics literature and not accessible to engineers. The engineering literature is also small but plagued with problems. With this in mind we give a direct accessible derivation of numerical schemes for solving such equations. We do not rely on differential geometry or advanced random process theory. We give simulations in a simple case to show how geometric structure is preserved.
Keywords
"Indium tin oxide","Geometry","Standards","Stochastic processes","Differential equations","Mathematical model"
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
Type
conf
DOI
10.1109/CDC.2015.7403346
Filename
7403346
Link To Document