Enhanced Position Tracking of Inverted Pendulum Using Observer-Based Disturbance Compensation

Positional accuracy is crucial in target tracking for various robotic applications, where precise movement and response are essential. Geared electromechanical actuators, widely used in robotic systems, offer significant advantages but are susceptible to backlash, particularly during direction reversals. This backlash can introduce unwanted oscillations and disturbances, especially in systems with swinging loads, thereby compromising tracking performance. This study proposes a novel backlash compensation technique for inverted pendulum systems utilizing observer estimators. The proposed method effectively estimates and mitigates the disturbances caused by backlash, enhancing the system’s ability to maintain accurate target tracking. RMSE turns out to be 0.18 and settling time is quite minimal 2.4sec.Simulation results demonstrate that this approach significantly improves tracking performance, ensuring robust and reliable operation in dynamic environments.

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Publication Details

Published
2025-11-26
DOI
https://doi.org/10.3390/materproc2025023027
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
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article

Enhanced Position Tracking of Inverted Pendulum Using Observer-Based Disturbance Compensation

Adaptive Control of Nonlinear Systems
article

Enhanced Position Tracking of Inverted Pendulum Using Observer-Based Disturbance Compensation

article en

Abstract

Positional accuracy is crucial in target tracking for various robotic applications, where precise movement and response are essential. Geared electromechanical actuators, widely used in robotic systems, offer significant advantages but are susceptible to backlash, particularly during direction reversals. This backlash can introduce unwanted oscillations and disturbances, especially in systems with swinging loads, thereby compromising tracking performance. This study proposes a novel backlash compensation technique for inverted pendulum systems utilizing observer estimators. The proposed method effectively estimates and mitigates the disturbances caused by backlash, enhancing the system’s ability to maintain accurate target tracking. RMSE turns out to be 0.18 and settling time is quite minimal 2.4sec.Simulation results demonstrate that this approach significantly improves tracking performance, ensuring robust and reliable operation in dynamic environments.

University of Wah (PK), Air University (PK), National University of Sciences and Technology (PK)
Openalex Percentile: Top 41%
Adaptive Control of Nonlinear Systems
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Enhanced Position Tracking of Inverted Pendulum Using Observer-Based Disturbance Compensation · (2025) | TGRS Research Map | TGRS