Skip to main content
Top

2014 | OriginalPaper | Chapter

Design of Fuzzy Controllers for a Hexapod Robot

Authors : Roberto Sepúlveda, Oscar Montiel, Rodolfo Reyes, Josué Domínguez

Published in: Recent Advances on Hybrid Approaches for Designing Intelligent Systems

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The legged robots have emerged by the necessity of vehicles capable of travel and access safely on natural or unstructured terrains, in which vehicles with traditional travel systems (like the wheels) are unable to access, or if they achieve, they move on them with very low efficiency. However, despite the advantages of mobile robots with legs, there are limitations that hinder its use like the control of movement of their legs, the algorithm of locomotion, trajectory tracking and the obstacle avoidance. In our days, a very useful alternative applied to control systems is fuzzy logic; this one is capable of modeling mathematical complex systems. Therefore, fuzzy logic has been becoming popular in control systems for complex and nonlinear plants. The aim of this work is to make algorithms to control the hexapod robot body. The development of these algorithms uses fuzzy logic techniques for controlling the servomotors of the robot. Matlab algorithms are performed to establish a wireless communication using the ZigBee communication protocol, and we use the genetic algorithm toolbox from Matlab to make the control of the hexapod robot body in the “x–y” plane, this is a multi-objective optimization problem due to the stabilization of the robot body in “x” and the stabilization of the robot body in “y”.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Melendez, A., Castillo, O.: Hierarchical genetic optimization of the fuzzy integrator for navigation of a mobile robot. In: Soft Computing Applications in Optimization, Control, and Recognition, pp. 77–96 (2013) Melendez, A., Castillo, O.: Hierarchical genetic optimization of the fuzzy integrator for navigation of a mobile robot. In: Soft Computing Applications in Optimization, Control, and Recognition, pp. 77–96 (2013)
2.
go back to reference Gonzalez, J.L., Castillo, O., Aguilar, L.T.: FPGA as a tool for implementing non-fixed structure fuzzy logic controllers. FOCI, pp. 523–530 (2007) Gonzalez, J.L., Castillo, O., Aguilar, L.T.: FPGA as a tool for implementing non-fixed structure fuzzy logic controllers. FOCI, pp. 523–530 (2007)
3.
go back to reference Elsevier Ltd.: Design of a hexapod robot with a servo control and a man-machine interface. Rob. Comp. Integr. Manuf. 8 (2011) Elsevier Ltd.: Design of a hexapod robot with a servo control and a man-machine interface. Rob. Comp. Integr. Manuf. 8 (2011)
4.
go back to reference Kumar, V., Gardner, J.: Kinematics of redundantly actuated closed chains. IEEE Trans. Rob. Autom. 6, 6 (1990)CrossRef Kumar, V., Gardner, J.: Kinematics of redundantly actuated closed chains. IEEE Trans. Rob. Autom. 6, 6 (1990)CrossRef
5.
go back to reference Raibert. M., Sutherland, Maquinas que caminan. Investigacion y ciencia, marzo (1983) Raibert. M., Sutherland, Maquinas que caminan. Investigacion y ciencia, marzo (1983)
6.
go back to reference Lewinger, W.A.: A hexapod walks over irregular terrain using a controller, adapted from an insect’s nervous system. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, vol. 1, p. 6 (2010) Lewinger, W.A.: A hexapod walks over irregular terrain using a controller, adapted from an insect’s nervous system. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, vol. 1, p. 6 (2010)
7.
go back to reference Mühlfriedel, T., Berns, K., Dilmanm, R.: hybrid learning concepts for a biologically inspired control of periodic movements for walking machines. In: Soft Computing in Mechatronics, Germany, pp. 38–44, 104–116 (1999) Mühlfriedel, T., Berns, K., Dilmanm, R.: hybrid learning concepts for a biologically inspired control of periodic movements for walking machines. In: Soft Computing in Mechatronics, Germany, pp. 38–44, 104–116 (1999)
8.
go back to reference Manoiu-Olaru, S., Nitulescu, M.: Hexapod robot. Mathematical support for modeling and control. IEEE Stoian Viroel, pp. 6 (2011) Manoiu-Olaru, S., Nitulescu, M.: Hexapod robot. Mathematical support for modeling and control. IEEE Stoian Viroel, pp. 6 (2011)
9.
go back to reference Mănoi-Olaru, S., Nitulescu, M.: Hexapod robot. Virtual models for preliminary studies. IEEE, p. 6 (2011) Mănoi-Olaru, S., Nitulescu, M.: Hexapod robot. Virtual models for preliminary studies. IEEE, p. 6 (2011)
10.
go back to reference Sakr, Z., Petriu, E.M.: Hexapod robot locomotion using a fuzzy controller. In: ROSE, IEEE International Workshop on Robotic and Sensors Environments, p. 5 (2007) Sakr, Z., Petriu, E.M.: Hexapod robot locomotion using a fuzzy controller. In: ROSE, IEEE International Workshop on Robotic and Sensors Environments, p. 5 (2007)
11.
go back to reference Cruz, L., Gerrostieta, E., Ever, M.P.: Fuzzy algorithm of free locomotion for a six legged walking robot. IEEE, p. 5 (2007) Cruz, L., Gerrostieta, E., Ever, M.P.: Fuzzy algorithm of free locomotion for a six legged walking robot. IEEE, p. 5 (2007)
12.
go back to reference Yang, J.M., Kim, J.H.: Fault-tolerant locomotion of the hexapod robot. IEEE Trans. Syst. Man Cybern. (1998) Yang, J.M., Kim, J.H.: Fault-tolerant locomotion of the hexapod robot. IEEE Trans. Syst. Man Cybern. (1998)
13.
go back to reference Chen, M.C., Lin, S.L., Lin, N.: A fuzzy controller for hexapod robot with modified fuzzy identification. Taichung, Taiwan 407, R. O. C, IEEE, p. 7 (1996) Chen, M.C., Lin, S.L., Lin, N.: A fuzzy controller for hexapod robot with modified fuzzy identification. Taichung, Taiwan 407, R. O. C, IEEE, p. 7 (1996)
14.
go back to reference Campos, R.: Hexapod Locomotion: A Nonlinear Dynamical Systems Approach. Industrial Electronics Department University of Minho, Guimaraes, Portugal, pp. 1–6 Campos, R.: Hexapod Locomotion: A Nonlinear Dynamical Systems Approach. Industrial Electronics Department University of Minho, Guimaraes, Portugal, pp. 1–6
15.
go back to reference Ding, X.: Locomotion analysis of hexapod robot. In: Climbing and Walking Robots, Chap. 18, InTech. Beihang University Politecnico di Milano China, Italy (2010) Ding, X.: Locomotion analysis of hexapod robot. In: Climbing and Walking Robots, Chap. 18, InTech. Beihang University Politecnico di Milano China, Italy (2010)
16.
go back to reference Yurkovich, S., Passino, K.M.: Fuzzy Control, Chap. 2. Addison-Wesley Longman Inc, pp. 23–50 (1998) Yurkovich, S., Passino, K.M.: Fuzzy Control, Chap. 2. Addison-Wesley Longman Inc, pp. 23–50 (1998)
17.
go back to reference Montiel, O., Sepúlveda, R., Castillo, O., Melin, P.: Fundamentos de logica difusa, 1st edn. ILCSA, pp. 38–44, 104–116, agosto 2002 Montiel, O., Sepúlveda, R., Castillo, O., Melin, P.: Fundamentos de logica difusa, 1st edn. ILCSA, pp. 38–44, 104–116, agosto 2002
18.
go back to reference Montiel, O., Sepúlveda, R., Melin, P., Castillo, O., Porta, M., Meza, I.: Performance of a simple tuned fuzzy controller and a PID controller on a DC motor. FOCI, pp. 531–537 (2007) Montiel, O., Sepúlveda, R., Melin, P., Castillo, O., Porta, M., Meza, I.: Performance of a simple tuned fuzzy controller and a PID controller on a DC motor. FOCI, pp. 531–537 (2007)
19.
go back to reference Melin, P., Castillo, O.: Adaptive intelligent control of aircraft systems with a hybrid approach combining neural networks, fuzzy logic and fractal theory. Appl. Soft Comput. 3(4), 353–362 (2003)CrossRef Melin, P., Castillo, O.: Adaptive intelligent control of aircraft systems with a hybrid approach combining neural networks, fuzzy logic and fractal theory. Appl. Soft Comput. 3(4), 353–362 (2003)CrossRef
20.
go back to reference Aguilar, L., Melin, P., Castillo, O.: Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy ANFIS approach. J. Appl. Soft Comput. 3(3), 209–219 (2003)CrossRef Aguilar, L., Melin, P., Castillo, O.: Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy ANFIS approach. J. Appl. Soft Comput. 3(3), 209–219 (2003)CrossRef
21.
go back to reference Leal-Ramirez, C., Castillo, O., Melin, P., Rodriguez-Diaz, A.: Simulation of the bird age-structured population growth based on an interval type-2 fuzzy cellular structure. Inf. Sci. 181, 519–535 (2011)CrossRefMathSciNet Leal-Ramirez, C., Castillo, O., Melin, P., Rodriguez-Diaz, A.: Simulation of the bird age-structured population growth based on an interval type-2 fuzzy cellular structure. Inf. Sci. 181, 519–535 (2011)CrossRefMathSciNet
Metadata
Title
Design of Fuzzy Controllers for a Hexapod Robot
Authors
Roberto Sepúlveda
Oscar Montiel
Rodolfo Reyes
Josué Domínguez
Copyright Year
2014
DOI
https://doi.org/10.1007/978-3-319-05170-3_50

Premium Partner