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Adaptive Neural Sliding Mode Control in Discrete Time for a SCARA robot arm

Rossomando, Francisco Guido et al · Institute of Electrical and Electronics Engineers · 2016

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This work presents a neuro-adaptive control method in sliding mode control designed in discrete time for SCARA robot arm. The proposed control structure is based on neuro-adaptive sliding mode control to adjust dynamics variations of the SCARA robot. The sliding control is included to ensure that the discrete-time neural control can improve the stable closed loop system to be immune to the parameters variations. The proposed technique simultaneously ensures the stability of the adaptation of neural networks and can obtain adequate control when the robots parameters are inexactly or unknown. This adaptive neural system was applied on a SCARA type robot arm where the trajectory tracking error converges to zero. Finally, experiments have been developed on SCARA robot arm to demonstrate the efficiency of the proposed technique, including comparison with a classical controller. Fil: Rossomando, Francisco Guido. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Automática. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Automática; Argentina Fil: Soria, Carlos Miguel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Juan. Instituto de Automática. Universidad Nacional de San Juan. Facultad de Ingeniería. Instituto de Automática; Argentina

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APA 7

Rossomando, F. G. E. A. (2016). Adaptive Neural Sliding Mode Control in Discrete Time for a SCARA robot arm. http://hdl.handle.net/11336/61202

MLA

Rossomando, Francisco Guido et al. "Adaptive Neural Sliding Mode Control in Discrete Time for a SCARA robot arm." 2016. http://hdl.handle.net/11336/61202.

Chicago

Rossomando, Francisco Guido et al. 2016. "Adaptive Neural Sliding Mode Control in Discrete Time for a SCARA robot arm.". http://hdl.handle.net/11336/61202.

Harvard

Rossomando, F. G. E. A. 2016, Adaptive Neural Sliding Mode Control in Discrete Time for a SCARA robot arm, Institute of Electrical and Electronics Engineers, available at: http://hdl.handle.net/11336/61202 [Accessed 7 Aug. 2026].

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Title
Adaptive Neural Sliding Mode Control in Discrete Time for a SCARA robot arm
Author / contributors
Rossomando, Francisco Guido et al
Publisher
Institute of Electrical and Electronics Engineers
Publication year
2016
ISSN
2556-2564
ISSN
2556-2564
Language
Spanish

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