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

NCUIR > College of Electrical Engineering & Computer Science > Department of Electrical Engineering > journal & Dissertation > Item 987654321/52046

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/52046

Title:	Design and Implementation of Fuzzy Control on a Two-Wheel Inverted Pendulum
Authors:	Huang,CH;Wang,WJ;Chiu,CH
Contributors:	電機工程學系
Keywords:	MOBILE ROBOT;TRAJECTORY TRACKING;FPGA;STABILIZATION;TRAILERS;VEHICLE;SYSTEMS;SCHEME
Date:	2011
Issue Date:	2012-03-28 10:14:06 (UTC+8)
Publisher:	國立中央大學
Abstract:	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.
Relation:	IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
Appears in Collections:	[Department of Electrical Engineering] journal & Dissertation

Files in This Item:

File	Description	Size	Format
index.html		0Kb	HTML	321	View/Open

社群 sharing