dor_id: 4149522

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590.#.#.d: Los artículos enviados a la revista "Journal of Applied Research and Technology", se juzgan por medio de un proceso de revisión por pares

510.0.#.a: Scopus, Directory of Open Access Journals (DOAJ); Sistema Regional de Información en Línea para Revistas Científicas de América Latina, el Caribe, España y Portugal (Latindex); Indice de Revistas Latinoamericanas en Ciencias (Periódica); La Red de Revistas Científicas de América Latina y el Caribe, España y Portugal (Redalyc); Consejo Nacional de Ciencia y Tecnología (CONACyT); Google Scholar Citation

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336.#.#.b: article

336.#.#.3: Artículo de Investigación

336.#.#.a: Artículo

351.#.#.6: https://jart.icat.unam.mx/index.php/jart

351.#.#.b: Journal of Applied Research and Technology

351.#.#.a: Artículos

harvesting_group: RevistasUNAM

270.1.#.p: Revistas UNAM. Dirección General de Publicaciones y Fomento Editorial, UNAM en revistas@unam.mx

590.#.#.c: Open Journal Systems (OJS)

270.#.#.d: MX

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883.#.#.u: https://revistas.unam.mx/catalogo/

883.#.#.a: Revistas UNAM

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850.#.#.a: Universidad Nacional Autónoma de México

856.4.0.u: https://jart.icat.unam.mx/index.php/jart/article/view/1738/1019

100.1.#.a: Mahfouz, Mohamed; Hafez, Ahmed T.; Ashry, Mahmoud M.; Elnashar, Gamal

524.#.#.a: Mahfouz, Mohamed, et al. (2023). Backstepping-ANFIS Hybrid Controller Design for Cooperative Quadrotors. Journal of Applied Research and Technology; Vol. 21 Núm. 4, 2023; 665-687. Recuperado de https://repositorio.unam.mx/contenidos/4149522

245.1.0.a: Backstepping-ANFIS Hybrid Controller Design for Cooperative Quadrotors

502.#.#.c: Universidad Nacional Autónoma de México

561.1.#.a: Instituto de Ciencias Aplicadas y Tecnología, UNAM

264.#.0.c: 2023

264.#.1.c: 2023-08-31

653.#.#.a: Quadrotor; UAV; Backstepping; ANFIS

506.1.#.a: La titularidad de los derechos patrimoniales de esta obra pertenece a las instituciones editoras. Su uso se rige por una licencia Creative Commons BY-NC-ND 4.0 Internacional, https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.es, para un uso diferente consultar al responsable jurídico del repositorio por medio del correo electrónico gabriel.ascanio@icat.unam.mx

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041.#.7.h: eng

520.3.#.a: This paper offers a novel hybrid control approach for solving the formation problem for a group of cooperative quadrotors unmanned aerial vehicles (UAVs). Two-loop controller layout techniques are presented one is a backstepping based PID controller as a higher-controller in external-loop to manage the proportional position orders and create body-axis rate orders for the internal loop. Second, it is an Adaptive Neuro Fuzzy Inference System (ANFIS) Controller acts as a lower-controller in the internal-loop to generate desired angular rotations for every quadrotor, separately. The introduced hybrid controller is applied to overcome the formation aviation downside that keeps track of the leader-follower approach. The contribution in this paper lays in developing a solution for the formation problem for a group of cooperative UAVs through a double layer hybrid Backstepping-ANFIS controller. A complete model of six-degree of freedom for a group of cooperative UAVs is used in the MATLAB Simulink in order to perform various simulations to validate the hybrid proposed controller. Simulation results for a team of cooperative UAVs show the success of the proposed approach in solving the formation configuration problem for the UAV team members in free and loaded obstacles environment.

773.1.#.t: Journal of Applied Research and Technology; Vol. 21 Núm. 4 (2023); 665-687

773.1.#.o: https://jart.icat.unam.mx/index.php/jart

022.#.#.a: ISSN electrónico: 2448-6736; ISSN: 1665-6423

310.#.#.a: Bimestral

300.#.#.a: Páginas: 665-687

264.#.1.b: Instituto de Ciencias Aplicadas y Tecnología, UNAM

doi: https://doi.org/10.22201/icat.24486736e.2023.21.4.1738

harvesting_date: 2023-11-08 13:10:00.0

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Artículo

Backstepping-ANFIS Hybrid Controller Design for Cooperative Quadrotors

Mahfouz, Mohamed; Hafez, Ahmed T.; Ashry, Mahmoud M.; Elnashar, Gamal

Instituto de Ciencias Aplicadas y Tecnología, UNAM, publicado en Journal of Applied Research and Technology, y cosechado de Revistas UNAM

Licencia de uso

Procedencia del contenido

Cita

Mahfouz, Mohamed, et al. (2023). Backstepping-ANFIS Hybrid Controller Design for Cooperative Quadrotors. Journal of Applied Research and Technology; Vol. 21 Núm. 4, 2023; 665-687. Recuperado de https://repositorio.unam.mx/contenidos/4149522

Descripción del recurso

Autor(es)
Mahfouz, Mohamed; Hafez, Ahmed T.; Ashry, Mahmoud M.; Elnashar, Gamal
Tipo
Artículo de Investigación
Área del conocimiento
Ingenierías
Título
Backstepping-ANFIS Hybrid Controller Design for Cooperative Quadrotors
Fecha
2023-08-31
Resumen
This paper offers a novel hybrid control approach for solving the formation problem for a group of cooperative quadrotors unmanned aerial vehicles (UAVs). Two-loop controller layout techniques are presented one is a backstepping based PID controller as a higher-controller in external-loop to manage the proportional position orders and create body-axis rate orders for the internal loop. Second, it is an Adaptive Neuro Fuzzy Inference System (ANFIS) Controller acts as a lower-controller in the internal-loop to generate desired angular rotations for every quadrotor, separately. The introduced hybrid controller is applied to overcome the formation aviation downside that keeps track of the leader-follower approach. The contribution in this paper lays in developing a solution for the formation problem for a group of cooperative UAVs through a double layer hybrid Backstepping-ANFIS controller. A complete model of six-degree of freedom for a group of cooperative UAVs is used in the MATLAB Simulink in order to perform various simulations to validate the hybrid proposed controller. Simulation results for a team of cooperative UAVs show the success of the proposed approach in solving the formation configuration problem for the UAV team members in free and loaded obstacles environment.
Tema
Quadrotor; UAV; Backstepping; ANFIS
Idioma
eng
ISSN
ISSN electrónico: 2448-6736; ISSN: 1665-6423

Enlaces