- Tytuł:
- PD terminal sliding mode control using fuzzy genetic algorithm for mobile robot in presence of disturbances
- Autorzy:
-
Benaziza, W.
Slimane, N.
Mallem, A. - Powiązania:
- https://bibliotekanauki.pl/articles/384371.pdf
- Data publikacji:
- 2018
- Wydawca:
- Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
- Tematy:
-
mobile robot
fast terminal function
PD sliding surface
fuzzy system
genetic algorithm
Lyapunov stability
robot mobilny
system rozmyty
algorytm genetyczny
Stabilność Lapunova - Opis:
- This paper presents a new approach in the field of trajectory tracking for nonholonomic mobile robot in presence of disturbances. The proposed control design is constructed by a kinematic controller, based on PD sliding surface using fuzzy sliding mode for the angular and linear velocities disturbances, in order to tend asymptotically the robot posture error to zero. Thereafter a dynamic controller is presented using as a sliding surface design, a fast terminal function (FTF) whose parameters are generated by a genetic algorithm in order to converge the velocity errors to zero in finite time and guarantee the asymptotic stability of the system using a Lyapunov candidate. The elaborated simulation works in the case of different trajectories confirm the robustness of the proposed approach.
- Źródło:
-
Journal of Automation Mobile Robotics and Intelligent Systems; 2018, 12, 2; 52-60
1897-8649
2080-2145 - Pojawia się w:
- Journal of Automation Mobile Robotics and Intelligent Systems
- Dostawca treści:
- Biblioteka Nauki
Artykuł