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Non linear predictive control of a LEGO mobile robot

Auteurs : H. Merabti, B. Bouchemal, K. Belarbi, D. Boucherma, and A. Amouri
Année : 2014
Domaine : Electronique
Type : Communication
Conférence: 10th International Conference of Computational Methods in Sciences and Engineering, ICCMSE 2014
Résumé en PDF : (résumé en pdf)
Fulltext en PDF : (.pdf)
Mots clés : predictive control, non linear control, mobile robotics, metaheuristics.

Résumé :

Metaheuristics are general purpose heuristics which have shown a great potential for the solution of difficult optimization problems. In this work, we apply the meta heuristic, namely particle swarm optimization, PSO, for the solution of the optimization problem arising in NLMPC. This algorithm is easy to code and may be considered as alternatives for the more classical solution procedures. The PSO- NLMPC is applied to control a mobile robot for the tracking trajectory and obstacles avoidance. Experimental results show the strength of this approach.