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2014 | OriginalPaper | Buchkapitel

Design of Fuzzy Controllers for a Hexapod Robot

verfasst von : Roberto Sepúlveda, Oscar Montiel, Rodolfo Reyes, Josué Domínguez

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

Verlag: Springer International Publishing

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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”.

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Literatur
1.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat Raibert. M., Sutherland, Maquinas que caminan. Investigacion y ciencia, marzo (1983) Raibert. M., Sutherland, Maquinas que caminan. Investigacion y ciencia, marzo (1983)
6.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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.
Zurück zum Zitat 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
Metadaten
Titel
Design of Fuzzy Controllers for a Hexapod Robot
verfasst von
Roberto Sepúlveda
Oscar Montiel
Rodolfo Reyes
Josué Domínguez
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-05170-3_50