Comparison of Different Control Theories on a Two Wheeled Self Balancing Robot

07/22/2018
by   MD Muhaimin Rahman, et al.
0

. This paper is aimed to discuss and compare three of the most famous Control Theories on a Two wheeled Self Balancing Robot Simulation using Robot Operating System (ROS) and Gazebo. Two Wheeled Self Balancing Robots are one of the most fascinating applications of Inverted Pendulum System. In this paper, PID, LQR and Fuzzy logic controllers are discussed . Also,0 the modeling and algorithms of the robot simulation is discussed. The primary objectives of this paper is to discuss about the building of a robot model in ROS and Gazebo , experimenting different control theories on them, documenting the whole process with the analysis of the robot and comparison of different control theories on the system.

READ FULL TEXT
research
07/22/2018

Implementation of Q Learning and Deep Q Network For Controlling a Self Balancing Robot Model

In this paper, the implementation of two Reinforcement learnings namely,...
research
10/26/2019

Performance Analysis of PID, PD and Fuzzy Controllers for Position Control of 3-Dof Robot Manipulator

Robot manipulators are extensively used in industrial applications becau...
research
06/22/2023

Design Considerations for 3RRR Parallel Robots with Lightweight, Approximate Static-Balancing

Balancing parallel robots throughout their workspace while avoiding the ...
research
10/11/2009

Higher coordination with less control - A result of information maximization in the sensorimotor loop

This work presents a novel learning method in the context of embodied ar...
research
12/17/2019

A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion

A novel self-organizing fuzzy proportional-integral-derivative (SOF-PID)...
research
11/12/2017

On the Synthesis of Guaranteed-Quality Plans for Robot Fleets in Logistics Scenarios via Optimization Modulo Theories

In manufacturing, the increasing involvement of autonomous robots in pro...
research
06/20/2023

Statistical thinking in simulation design: a continuing conversation on the balancing intercept problem

Epidemiologists have a growing interest in employing computational appro...

Please sign up or login with your details

Forgot password? Click here to reset