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» Nonlinear dynamics modelling for controller evolution
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SBRN
2000
IEEE
14 years 3 days ago
Non-Linear Modelling and Chaotic Neural Networks
This paper proposes a simple methodology to construct an iterative neural network which mimics a given chaotic time series. The methodology uses the Gamma test to identify a suita...
Antonia J. Jones, Steve Margetts, Peter Durrant, A...
CDC
2010
IEEE
160views Control Systems» more  CDC 2010»
13 years 2 months ago
Model-on-Demand predictive control for nonlinear hybrid systems with application to adaptive behavioral interventions
This paper presents a data-centric modeling and predictive control approach for nonlinear hybrid systems. System identification of hybrid systems represents a challenging problem b...
Naresh N. Nandola, Daniel E. Rivera
ESANN
2000
13 years 9 months ago
A comparative design of a MIMO neural adaptive rate damping for a nonlinear helicopter model
Using a nonlinear 15-state helicopter model in 6 DOF, two di erent neural control systems, both acting as rate damping, have been designed and compared. They are both based on the ...
Piero A. Gili, Manuela Battipede
SIMPAR
2010
150views Robotics» more  SIMPAR 2010»
13 years 6 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
ICRA
2010
IEEE
139views Robotics» more  ICRA 2010»
13 years 6 months ago
Dynamic modelling and control of variable stiffness actuators
— After briefly summarizing the mechanical design of the two joint prototypes for the new DLR variable compliance arm, the paper exemplifies the dynamic modelling of one of the...
Alin Albu-Schäffer, Sebastian Wolf, Oliver Ei...