Skip to main content
Erschienen in: Microsystem Technologies 12/2017

18.05.2017 | Technical Paper

An innovative fuzzy backstepping sliding mode controller for a Tri-Rotor Unmanned Aerial Vehicle

verfasst von: Shiqian Wang, Jingjuan Zhang, Qian Zhang, Chaoying Pei

Erschienen in: Microsystem Technologies | Ausgabe 12/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The dynamical model of a Tri-Rotor Unmanned Aerial Vehicle (UAV) is presented in this paper. The Tri-Rotor has three rotors with two fixed-pitch propellers and a tiltable propeller to control the yaw displacement. The model is obtained via the Newton–Euler approach and a nonlinear control strategy called fuzzy backstepping sliding mode control is proposed for the attitude stabilization and altitude tracking of the vehicle. The designed controller consists of a backstepping sliding mode controller and a fuzzy logic controller. For the problem of determining the backstepping sliding mode control coefficients, an optimization method of gradient descent algorithm has been used. However, the control precision of the backstepping sliding mode is intimately dependent on the precision of coefficients. Besides, the uncertain unmodeled coefficients as well as the characteristics of the complex electromechanical system could cause the coefficients not be invariable. Therefore, a fuzzy logic controller is proposed to compensate the coefficients uncertainty to improve the robustness. The effectiveness of the proposed control algorithm is demonstrated via certain simulation results based on the actual parameters of UAV, and its advantages are indicated in comparison with the backstepping sliding mode control without fuzzy logic control.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Anwar AZ, Wang D, Muhammad A (2016) Fuzzy-Based hybrid control algorithm for the stabilization of a tri-rotor UAV. Sensors 16(5):652CrossRef Anwar AZ, Wang D, Muhammad A (2016) Fuzzy-Based hybrid control algorithm for the stabilization of a tri-rotor UAV. Sensors 16(5):652CrossRef
Zurück zum Zitat Basri MAM, Husain AR, Danapalasingam KA (2014) Fuzzy supervisory backstepping controller for stabilization of quadrotor unmanned aerial vehicle. In: 5th international conference on intelligent and advanced systems, Kuala Lumpur, Malaysia, 2014 Basri MAM, Husain AR, Danapalasingam KA (2014) Fuzzy supervisory backstepping controller for stabilization of quadrotor unmanned aerial vehicle. In: 5th international conference on intelligent and advanced systems, Kuala Lumpur, Malaysia, 2014
Zurück zum Zitat Basri MAM, Husain AR, Danapalasingam KA (2015a) A hybrid optimal backstepping and adaptive fuzzy control for autonomous quadrotor helicopter with time-varying disturbance. J Aerosp Eng 229:2178–2195 Basri MAM, Husain AR, Danapalasingam KA (2015a) A hybrid optimal backstepping and adaptive fuzzy control for autonomous quadrotor helicopter with time-varying disturbance. J Aerosp Eng 229:2178–2195
Zurück zum Zitat Basri MAM, Husain AR, Danapalasingam KA (2015b) GSA-based optimal backstepping controller with a fuzzy compensator for robust control of an autonomous quadrotor UAV. Aircr Eng Aerosp Technol 87:493–505CrossRef Basri MAM, Husain AR, Danapalasingam KA (2015b) GSA-based optimal backstepping controller with a fuzzy compensator for robust control of an autonomous quadrotor UAV. Aircr Eng Aerosp Technol 87:493–505CrossRef
Zurück zum Zitat Chiou JS, Tran HK, Peng ST (2013) Attitude control of a single tilt tri-rotor UAV system: dynamic modeling and each channel’s nonlinear controllers design. Math Probl Eng 2013:6 doi:10.1155/2013/275905 Chiou JS, Tran HK, Peng ST (2013) Attitude control of a single tilt tri-rotor UAV system: dynamic modeling and each channel’s nonlinear controllers design. Math Probl Eng 2013:6 doi:10.​1155/​2013/​275905
Zurück zum Zitat Czyba R, Szafrański G, Ryś A (2016) Design and control of a single tilt tri-rotor aerial vehicle. J Intell Robot Syst 84:1–14CrossRef Czyba R, Szafrański G, Ryś A (2016) Design and control of a single tilt tri-rotor aerial vehicle. J Intell Robot Syst 84:1–14CrossRef
Zurück zum Zitat Escareno J, Sanchez A, Garcia O, Lozano R (2008) Triple tilting rotor mini-UAV: modeling and embedded control of the attitude. In: American Control Conference, 2008, pp 3476–3481 Escareno J, Sanchez A, Garcia O, Lozano R (2008) Triple tilting rotor mini-UAV: modeling and embedded control of the attitude. In: American Control Conference, 2008, pp 3476–3481
Zurück zum Zitat Fei JT, Yan WF, Yang YZ (2015) Adaptive nonsingular terminal sliding mode control of MEMS gyroscope based on backstepping design. Int J Adapt Control Signal Process 19:1099–1115CrossRefMATHMathSciNet Fei JT, Yan WF, Yang YZ (2015) Adaptive nonsingular terminal sliding mode control of MEMS gyroscope based on backstepping design. Int J Adapt Control Signal Process 19:1099–1115CrossRefMATHMathSciNet
Zurück zum Zitat Kara Mohamed M, Lanzon A (2013) Effect of unmodelled actuator dynamics on feedback linearised systems and a two stage feedback linearisation method. In: Decision and Control. IEEE, 2013, pp 841–846 Kara Mohamed M, Lanzon A (2013) Effect of unmodelled actuator dynamics on feedback linearised systems and a two stage feedback linearisation method. In: Decision and Control. IEEE, 2013, pp 841–846
Zurück zum Zitat Kulhare A, Chowdhury AB, Raina G (2012) A back-stepping control strategy for the tri-rotor UAV. In: China control and decision conference, 2012, pp 3481–3486 Kulhare A, Chowdhury AB, Raina G (2012) A back-stepping control strategy for the tri-rotor UAV. In: China control and decision conference, 2012, pp 3481–3486
Zurück zum Zitat Norton M, Khoo S, Kouzani A, Stojcevski A (2015) Adaptive fuzzy multi-surface sliding control of multiple-input and multiple-output autonomous flight systems. IET Control Theory Appl 9:587–597CrossRefMathSciNet Norton M, Khoo S, Kouzani A, Stojcevski A (2015) Adaptive fuzzy multi-surface sliding control of multiple-input and multiple-output autonomous flight systems. IET Control Theory Appl 9:587–597CrossRefMathSciNet
Zurück zum Zitat Patterson T, McClean S, Morrow P, Parr G, Luo C (2014) Timely autonomous identification of UAV safe landing zones. Image Vis Comput 32:568–578CrossRef Patterson T, McClean S, Morrow P, Parr G, Luo C (2014) Timely autonomous identification of UAV safe landing zones. Image Vis Comput 32:568–578CrossRef
Zurück zum Zitat Petit F, Daasch A, Albu-Schaffer A (2015) Backstepping control of variable stiffness robots. IEEE Trans Control Syst Technol 23:2195–2202CrossRef Petit F, Daasch A, Albu-Schaffer A (2015) Backstepping control of variable stiffness robots. IEEE Trans Control Syst Technol 23:2195–2202CrossRef
Zurück zum Zitat Rys A, Czyba R, Szafranski G (2014) Development of control system for an unmanned single tilt tri-rotor aerial vehicle. In: International conference on unmanned aircraft systems, 2014, pp 1091–1098 Rys A, Czyba R, Szafranski G (2014) Development of control system for an unmanned single tilt tri-rotor aerial vehicle. In: International conference on unmanned aircraft systems, 2014, pp 1091–1098
Zurück zum Zitat Salazar-cruz S, Kendoul F, Lozano R, Fantoni I (2008) Real-Time Stabilization of a Small Three-Rotor Aircraft. IEEE Trans Aerosp Electron Syst 44:783–794CrossRef Salazar-cruz S, Kendoul F, Lozano R, Fantoni I (2008) Real-Time Stabilization of a Small Three-Rotor Aircraft. IEEE Trans Aerosp Electron Syst 44:783–794CrossRef
Zurück zum Zitat Salazar-Cruz S, Lozano R, Escaren J (2009) Stabilization and nonlinear control for a novel trirotor mini-aircraft. Control Eng Pract 17:886–894CrossRef Salazar-Cruz S, Lozano R, Escaren J (2009) Stabilization and nonlinear control for a novel trirotor mini-aircraft. Control Eng Pract 17:886–894CrossRef
Zurück zum Zitat Sanca AS, Alsina PJ, Cerqueira JJF (2014) Stability analysis of a multirotor UAV with robust backstepping controller. In: Joint conference on robotics: Sbr-Lars robotics symposium and robocontrol, 2014, pp 241–246 Sanca AS, Alsina PJ, Cerqueira JJF (2014) Stability analysis of a multirotor UAV with robust backstepping controller. In: Joint conference on robotics: Sbr-Lars robotics symposium and robocontrol, 2014, pp 241–246
Zurück zum Zitat Sheng HL, Zhang TH (2015) MEMS-based low-cost strap-down AHRS research. Measurement 59:63–72CrossRef Sheng HL, Zhang TH (2015) MEMS-based low-cost strap-down AHRS research. Measurement 59:63–72CrossRef
Zurück zum Zitat Song Z, Li K, Cai Z et al (2016) Modeling and maneuvering control for tricopter based on the back-stepping method. In: guidance, navigation and control conference (CGNCC) In: 2016 IEEE Chinese. IEEE, 2016, pp 889–894 Song Z, Li K, Cai Z et al (2016) Modeling and maneuvering control for tricopter based on the back-stepping method. In: guidance, navigation and control conference (CGNCC) In: 2016 IEEE Chinese. IEEE, 2016, pp 889–894
Zurück zum Zitat Tan FX, Liu DR, Guan XP (2014) Online optimal control for VTOL aircraft system based on DHP algorithm. In: Proceedings of the 33rd Chinese control conference, Nanjing, China, 2014, pp 28–30 Tan FX, Liu DR, Guan XP (2014) Online optimal control for VTOL aircraft system based on DHP algorithm. In: Proceedings of the 33rd Chinese control conference, Nanjing, China, 2014, pp 28–30
Zurück zum Zitat Wang YC, Wu HS (2015) Adaptive robust backstepping control for a class of uncertain dynamical systems using neural networks. Nonlinear Dyn 81:1597–1610CrossRefMATHMathSciNet Wang YC, Wu HS (2015) Adaptive robust backstepping control for a class of uncertain dynamical systems using neural networks. Nonlinear Dyn 81:1597–1610CrossRefMATHMathSciNet
Zurück zum Zitat Yadav AK, Gaur P (2014) AI-based adaptive control and design of autopilot system for nonlinear UAV Sadhana-Academy. Proc Eng Sci 39:765–783MATH Yadav AK, Gaur P (2014) AI-based adaptive control and design of autopilot system for nonlinear UAV Sadhana-Academy. Proc Eng Sci 39:765–783MATH
Zurück zum Zitat Yang P, Pan X, Liu J et al (2017) Optimal fault-tolerant control for UAV systems with time delay and uncertainties over wireless network[J]. Peer-to-Peer Netw Appl 10(3):717–725CrossRef Yang P, Pan X, Liu J et al (2017) Optimal fault-tolerant control for UAV systems with time delay and uncertainties over wireless network[J]. Peer-to-Peer Netw Appl 10(3):717–725CrossRef
Metadaten
Titel
An innovative fuzzy backstepping sliding mode controller for a Tri-Rotor Unmanned Aerial Vehicle
verfasst von
Shiqian Wang
Jingjuan Zhang
Qian Zhang
Chaoying Pei
Publikationsdatum
18.05.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Microsystem Technologies / Ausgabe 12/2017
Print ISSN: 0946-7076
Elektronische ISSN: 1432-1858
DOI
https://doi.org/10.1007/s00542-017-3439-0

Weitere Artikel der Ausgabe 12/2017

Microsystem Technologies 12/2017 Zur Ausgabe

Neuer Inhalt