Design and Implementation of Fuzzy Control on a Two-Wheel Inverted Pendulum

被引：139

作者：

Huang, Cheng-Hao ^{[1
]}

Wang, Wen-June ^{[1
]}

Chiu, Chih-Hui ^{[2
]}

机构：

[1] Natl Cent Univ, Dept Elect Engn, Jhongli 32001, Taiwan

[2] Yuan Ze Univ, Dept Elect Engn, Jhongli 32003, Taiwan

来源：

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS | 2011年 / 58卷 / 07期

关键词：

Field-programmable gate array (FPGA); fuzzy control; parallel distributed compensation (PDC); system on a programmable chip (SoPC); two-wheel inverted pendulum (TWIP); MOBILE ROBOT; TRAJECTORY TRACKING; FPGA; STABILIZATION; TRAILERS; VEHICLE; SYSTEMS; SCHEME;

D O I：

10.1109/TIE.2010.2069076

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper introduces the design and implementation of a two-wheel inverted pendulum (TWIP) system with a fuzzy control scheme and the system-on-a-programmable-chip (SoPC) technology. The control scheme includes three kinds of fuzzy controls which are the fuzzy balanced standing control (FBSC), the fuzzy traveling and position control (FTPC), and the fuzzy yaw steering control (FYSC). Based on the Takagi-Sugeno fuzzy model of the TWIP, the FBSC is a structure of a parallel distributed compensator solved by the linear matrix inequality approach. Based on the motion characteristic of the TWIP, the FTPC and the FYSC are designed with Mamdani architecture if-then rules. Furthermore, the fuzzy control scheme for the real TWIP is implemented into an SoPC development board with an embedded reduced-instruction-set-computer soft-core processor and user intellectual property modules. Both the computer simulations and practical experiments demonstrate the effectiveness of the proposed control scheme.

引用

页码：2988 / 3001

页数：14

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