Abstract
In this article we propose a design method of an optimal servo fuzzy system for an omnidirectional mobile robot. For the robot, it is considered that the nonlinearity of the dynamic system is mainly dominated by the rotational angle of the robot between the moving and absolute coordinate systems. In order to build the model-based fuzzy servo system, we first choose some representative rotational angles to simplify the nonlinear model to multiple linear models. Then, optimal type-1 and type-2 servo controllers are derived for the rotational control of the mobile robot. The servo gain matrices associated with the controllers are found by using the linear fuzzy models. Finally, we present the results of simulations and show how to use our method to control the omnidirectional mobile robot.
| Original language | English |
|---|---|
| Pages (from-to) | 3894-3900 |
| Number of pages | 7 |
| Journal | Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C |
| Volume | 64 |
| Issue number | 626 |
| DOIs | |
| Publication status | Published - 1998 |
| Externally published | Yes |
Fingerprint
Keywords
- Fuzzy Control
- Fuzzy Model
- Omnidirectional Mobile Robot
- Optimal Servo Control
- Robot Control
- Robotics
ASJC Scopus subject areas
- Mechanics of Materials
- Mechanical Engineering
- Industrial and Manufacturing Engineering
Cite this
Design of Optimal Servo Systems Based on Fuzzy Models for an Omnidirectional Mobile Robot. / Tang, Jun; Watanabe, Keigo.
In: Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, Vol. 64, No. 626, 1998, p. 3894-3900.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Design of Optimal Servo Systems Based on Fuzzy Models for an Omnidirectional Mobile Robot
AU - Tang, Jun
AU - Watanabe, Keigo
PY - 1998
Y1 - 1998
N2 - In this article we propose a design method of an optimal servo fuzzy system for an omnidirectional mobile robot. For the robot, it is considered that the nonlinearity of the dynamic system is mainly dominated by the rotational angle of the robot between the moving and absolute coordinate systems. In order to build the model-based fuzzy servo system, we first choose some representative rotational angles to simplify the nonlinear model to multiple linear models. Then, optimal type-1 and type-2 servo controllers are derived for the rotational control of the mobile robot. The servo gain matrices associated with the controllers are found by using the linear fuzzy models. Finally, we present the results of simulations and show how to use our method to control the omnidirectional mobile robot.
AB - In this article we propose a design method of an optimal servo fuzzy system for an omnidirectional mobile robot. For the robot, it is considered that the nonlinearity of the dynamic system is mainly dominated by the rotational angle of the robot between the moving and absolute coordinate systems. In order to build the model-based fuzzy servo system, we first choose some representative rotational angles to simplify the nonlinear model to multiple linear models. Then, optimal type-1 and type-2 servo controllers are derived for the rotational control of the mobile robot. The servo gain matrices associated with the controllers are found by using the linear fuzzy models. Finally, we present the results of simulations and show how to use our method to control the omnidirectional mobile robot.
KW - Fuzzy Control
KW - Fuzzy Model
KW - Omnidirectional Mobile Robot
KW - Optimal Servo Control
KW - Robot Control
KW - Robotics
UR - http://www.scopus.com/inward/record.url?scp=84887236988&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84887236988&partnerID=8YFLogxK
U2 - 10.1299/kikaic.64.3894
DO - 10.1299/kikaic.64.3894
M3 - Article
AN - SCOPUS:84887236988
VL - 64
SP - 3894
EP - 3900
JO - Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
JF - Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
SN - 0387-5024
IS - 626
ER -