Design of Real-Time LQR Control for Rotary Inverted Pendulum System

This paper investigates the destabilizing effects of data communication discontinuities and packet loss on Networked Control Systems (NCS), a critical concern for real-time control applications. A real-time Linear Quadratic Regulator (LQR) controller is designed and implemented over a network for a Rotary Inverted Pendulum (RIP), an inherently unstable system. To address potential performance degradation caused by discontinuous measurements from packet loss, the robustness of the proposed controller is rigorously evaluated. Initially, a comprehensive simulation study using MATLAB/TrueTime 2.0 assessed the controller's ability to maintain RIP system stability under simulated network interference. Results demonstrate successful stabilization for packet loss rates up to 6%. Subsequently, a Hardware-in-the-Loop (HIL) experiment was conducted. The experiment used MATLAB/Simulink Desktop Real-Time to communicate with a remote I/O terminal via serial communication, introducing a representative 1% packet loss. The HIL experiment yielded an integrated absolute pendulum angle error of 28.38 degrees, validating the controller's effectiveness in mitigating packet loss effects and maintaining system stability under realistic conditions.

Authors

Publication Details

Published
2025-05-20
DOI
https://doi.org/10.1109/ecti-con64996.2025.11100618
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design of Real-Time LQR Control for Rotary Inverted Pendulum System

Warakon Jantapoon
Adaptive Control of Nonlinear Systems
article

Design of Real-Time LQR Control for Rotary Inverted Pendulum System

Warakon Jantapoon
article en

Abstract

This paper investigates the destabilizing effects of data communication discontinuities and packet loss on Networked Control Systems (NCS), a critical concern for real-time control applications. A real-time Linear Quadratic Regulator (LQR) controller is designed and implemented over a network for a Rotary Inverted Pendulum (RIP), an inherently unstable system. To address potential performance degradation caused by discontinuous measurements from packet loss, the robustness of the proposed controller is rigorously evaluated. Initially, a comprehensive simulation study using MATLAB/TrueTime 2.0 assessed the controller's ability to maintain RIP system stability under simulated network interference. Results demonstrate successful stabilization for packet loss rates up to 6%. Subsequently, a Hardware-in-the-Loop (HIL) experiment was conducted. The experiment used MATLAB/Simulink Desktop Real-Time to communicate with a remote I/O terminal via serial communication, introducing a representative 1% packet loss. The HIL experiment yielded an integrated absolute pendulum angle error of 28.38 degrees, validating the controller's effectiveness in mitigating packet loss effects and maintaining system stability under realistic conditions.

Affordable and clean energy
Openalex Percentile: Top 76%
Adaptive Control of Nonlinear Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.