Sciweavers

882 search results - page 2 / 177
» Dynamic simulation for time series modeling
Sort
View
SIMPAR
2010
150views Robotics» more  SIMPAR 2010»
13 years 4 months ago
Dynamic Modeling of the 4 DoF BioRob Series Elastic Robot Arm for Simulation and Control
This paper presents the modeling of the light-weight BioRob robot arm with series elastic actuation for simulation and controller design. We describe the kinematic coupling introdu...
Thomas Lens, Jürgen Kunz, Oskar von Stryk
IDEAL
2004
Springer
13 years 11 months ago
Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data
Many time series exhibit dynamics over vastly different time scales. The standard way to capture this behavior is to assume that the slow dynamics are a “trend”, to de-trend t...
Michael Small
ICCV
2009
IEEE
14 years 11 months ago
Time Series Prediction by Chaotic Modeling of Nonlinear Dynamical Systems
We use concepts from chaos theory in order to model nonlinear dynamical systems that exhibit deterministic behavior. Observed time series from such a system can be embedded into...
Arslan Basharat, Mubarak Shah
CDC
2008
IEEE
141views Control Systems» more  CDC 2008»
14 years 25 days ago
Generalized linear dynamic factor models - a structure theory
— In this paper we present a structure theory for generalized linear dynamic factor models (GDFM’s). Emphasis is laid on the so-called zeroless case. GDFM’s provide a way of ...
Brian D. O. Anderson, Manfred Deistler
NIPS
2003
13 years 7 months ago
Dynamical Modeling with Kernels for Nonlinear Time Series Prediction
We consider the question of predicting nonlinear time series. Kernel Dynamical Modeling (KDM), a new method based on kernels, is proposed as an extension to linear dynamical model...
Liva Ralaivola, Florence d'Alché-Buc