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RAS
2002
168views more  RAS 2002»
10 years 26 days 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
AROBOTS
1998
130views more  AROBOTS 1998»
10 years 27 days ago
Rough Terrain Autonomous Mobility-Part 2: An Active Vision, Predictive Control Approach
Off-road autonomous navigation is one of the most difficult automation challenges from the point of view of constraints on mobility, speed of motion, lack of environmental structur...
Alonzo Kelly, Anthony Stentz
AUTOMATICA
2002
124views more  AUTOMATICA 2002»
10 years 1 months ago
Predictive pole-placement control with linear models
The predictive pole-placement control method introduced in this paper embeds the classical pole-placement state feedback design into a quadratic optimisation based model-predictiv...
Peter J. Gawthrop, Eric Ronco
JIRS
2007
119views more  JIRS 2007»
10 years 1 months ago
Design and Stability Analysis of Fuzzy Model-based Predictive Control - A Case Study
In the paper a fuzzy model based predictive control algorithm is presented. The proposed algorithm is developed in the state space and is given in analytical form, which is an adva...
Saso Blazic, Igor Skrjanc
AUTOMATICA
2005
89views more  AUTOMATICA 2005»
10 years 1 months ago
More efficient predictive control
An approach for constrained predictive control of linear systems (or uncertain systems described by polytopic uncertainty models) is presented. The approach consists of (in genera...
Lars Imsland, Nadav S. Bar, Bjarne A. Foss
ENGL
2007
81views more  ENGL 2007»
10 years 1 months ago
Computational Comparisons of GPC and NGPC Schemes
—In this paper the GPC and NGPC model predictive control techniques are applied to a typical plant and compared in terms of computational efficiency. The system identification an...
D. N. Rao, M. R. K. Murthy, D. N. Harshal, S. R. M...
ESSMAC
2003
Springer
10 years 6 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
CCECE
2006
IEEE
10 years 7 months ago
Linear Predictive Control of a Brachiation Robot
This work is focused on the motion control of an underactuated brachiation robot with 3 links. We present the modeling of the dynamics of the robot and introduce the application o...
Vinicius Menezes de Oliveira, Walter Fetter Lages
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