SUPERVISORY FAULT ADAPTIVE CONTROL OF MOBILE ROBOT By

نویسندگان

  • Meng Ji
  • Nilanjan Sarkar
  • Kenneth D. Frampton
  • George E. Cook
چکیده

Approved: Date: ________________________________________________ ___________________ ________________________________________________ ___________________ ________________________________________________ ___________________ ii ii DEDICATION To my parents and my wife Jun iii iii ACKNOWLEDGEMENTS First and foremost, I would like to express my gratitude to my advisor Dr. Nilanjan Sarkar. This research would not have been possible without his wonderful guidance and advice. He has been a constant source of inspiration, encouragement and assistant during all these years, both in my academic studies and more. I have benefited greatly by his unique perspective toward research. Moreover his openness and thoroughness in discussing and evaluating new ideas and research directions have always been a great resource of innovation. I would like to thank Prof. Kenneth D. Frampton for his generous support, with out which our experiment would have been impossible. I would also like to thank Prof. George E. Cook for his terrific courses that enlighten greenhorns with essential knowledge and ability in robotics. I would like to acknowledge constant support from my colleagues. I have always benefited from Mr. Zhen Zhang's solid math background, extensive literature collection, his endurance in hardware building, and our discussions. All the software works in PC /104 should go to Mr. Karthikeyan Nagarajan. More importantly, his plentiful knowledge and skill in software design have contributed to the system design. I owe everything I have ever achieved to my parents, Genlin Ji and Ru Meng. I will always be grateful to them for giving their unrelenting love and support. iv iv Finally I would like to thank Jun, my fabulously devoted and supportive wife for her courage and smile. Thank you for being here for me.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Adaptive Sliding Mode Tracking Control of Mobile Robot in Dynamic Environment Using Artificial Potential Fields

Solution to the safe and collision-free trajectory of the wheeled mobile robot in cluttered environments containing the static and/or dynamic obstacle has become a very popular and challenging research topic in the last decade. Notwithstanding of the amount of publications dealing with the different aspects of this field, the ongoing efforts to address the more effective and creative methods is...

متن کامل

Supervisory Adaptive Network-Based Fuzzy Inference System (SANFIS) Design for Empirical Test of Mobile Robot

A supervisory Adaptive Network‐based Fuzzy Inference System (SANFIS) is proposed for the empirical control of a mobile robot. This controller includes an ANFIS controller and a supervisory controller. The ANFIS controller is off‐line tuned by an adaptive fuzzy inference system, the supervisory controller is designed to compensate for the approximation error bet...

متن کامل

Supervisory Fuzzy Gaussian Neural Network Design for Mobile Robot Path Control

This paper aims to propose an efficient control algorithm for the mobile robot path control. A supervisory fuzzy-Gaussian-neural-network (SFGNN) controller is proposed. This controller includes a fuzzy-Gaussian-neural-network (FGNN) controller and a supervisory controller. The FGNN controller is constructed in a form of neural network with a Gaussian-type fuzzy membership function; and the para...

متن کامل

Modeling Supervisory Control of Autonomous Mobile Robots using Graph Theory , Automata and Z Notation Javed Iqbal

Supervisory control of the mobile robot navigation system has critical importance. The supervisory control software development of mobile robot navigation can be performed in an unknown environment or for controlled robots in a known environment. Finite automata and graph theory are functional tools in modeling the robot navigation system through discrete environment. This research has emphasis...

متن کامل

Adaptive Voltage-based Control of Direct-drive Robots Driven by Permanent Magnet Synchronous Motors

Tracking control of the direct-drive robot manipulators in high-speed is a challenging problem. The Coriolis and centrifugal torques become dominant in the high-speed motion control. The dynamical model of the robotic system including the robot manipulator and actuators is highly nonlinear, heavily coupled, uncertain and computationally extensive in non-companion form. In order to overcome thes...

متن کامل

Discrete time robust control of robot manipulators in the task space using adaptive fuzzy estimator

This paper presents a discrete-time robust control for electrically driven robot manipulators in the task space. A novel discrete-time model-free control law is proposed by employing an adaptive fuzzy estimator for the compensation of the uncertainty including model uncertainty, external disturbances and discretization error. Parameters of the fuzzy estimator are adapted to minimize the estimat...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003