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» Learning-based Nonlinear Model Predictive Control to Improve...
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IROS
2008
IEEE
127views Robotics» more  IROS 2008»
14 years 4 months ago
Mobile robot path tracking of aggressive maneuvers on sloped terrain
—Path tracking control on non-flat terrain is an important capability of mobile robots operating in outdoor environments. A path tracking controller based on the model predictive...
Steven C. Peters, Karl Iagnemma
RAS
2002
168views more  RAS 2002»
13 years 9 months ago
Neural predictive control for a car-like mobile robot
: This paper presents a new path-tracking scheme for a car-like mobile robot based on neural predictive control. A multi-layer back-propagation neural network is employed to model ...
Dongbing Gu, Huosheng Hu
IROS
2008
IEEE
158views Robotics» more  IROS 2008»
14 years 4 months ago
A model-predictive approach to formation control of omnidirectional mobile robots
— This paper presents a solution to the problem of steering a group of real omnidirectional mobile robots along a given path, while maintaining a desired formation pattern. This ...
Kiattisin Kanjanawanishkul, Andreas Zell