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ICRA
2007
IEEE
159views Robotics» more  ICRA 2007»
14 years 3 months ago
Two Vision-guided vehicles: temporal coordination using nonlinear dynamical systems
— This article addresses the problem of generating timed trajectories and temporally coordinated movements for two wheeled vehicles, when relatively low-level, noisy sensorial in...
Cristina P. Santos, Manuel Ferreira
ESSMAC
2003
Springer
14 years 2 months ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
ICRA
2002
IEEE
141views Robotics» more  ICRA 2002»
14 years 1 months ago
Movement Imitation with Nonlinear Dynamical Systems in Humanoid Robots
This article presents a new approach to movement planning, on-line trajectory modification, and imitation learning by representing movement plans based on a set of nonlinear di...
Auke Jan Ijspeert, Jun Nakanishi, Stefan Schaal
CDC
2008
IEEE
118views Control Systems» more  CDC 2008»
13 years 11 months ago
On useful redundancy in experiment design for nonlinear system identification
In the paper, a formulation is proposed for optimal experiment design dedicated to the identification of nonlinear systems. In particular, a recently mentioned redundancy property ...
Mazen Alamir, James S. Welsh, Graham C. Goodwin
CIE
2007
Springer
14 years 1 months ago
Effective Computation for Nonlinear Systems
Nonlinear dynamical and control systems are an important source of applications for theories of computation over the the real numbers, since these systems are usually to complicate...
Pieter Collins