Trajectory Tracking Control of UAV Based on Model-free Adaptive Control Algorithm

In this paper, a trajectory tracking system of unmanned aerial vehicle (UAV) based on model-free adaptive control (MFAC) is proposed. By only analyzing the input energy and flying height of UAV, efficient trajectory tracking control is realized. The stability and feasibility of the proposed control scheme CFDL-MFAC are systematically analyzed in theory. At the same time, the influence of different parameters on the control performance is discussed through simulation experiments, and the stability performance of the control scheme is verified when the input signal is lost due to external environment interference.

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Publication Details

Journal
Advances in Engineering Technology Research
Published
2025-03-27
DOI
https://doi.org/10.56028/aetr.13.1.932.2025
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Trajectory Tracking Control of UAV Based on Model-free Adaptive Control Algorithm

S.J. Chang
Advances in Engineering Technology Research
Advanced Algorithms and Applications
article

Trajectory Tracking Control of UAV Based on Model-free Adaptive Control Algorithm

S.J. Chang
article en

Abstract

In this paper, a trajectory tracking system of unmanned aerial vehicle (UAV) based on model-free adaptive control (MFAC) is proposed. By only analyzing the input energy and flying height of UAV, efficient trajectory tracking control is realized. The stability and feasibility of the proposed control scheme CFDL-MFAC are systematically analyzed in theory. At the same time, the influence of different parameters on the control performance is discussed through simulation experiments, and the stability performance of the control scheme is verified when the input signal is lost due to external environment interference.

Advances in Engineering Technology ResearchVol. 13(1)
Chongqing University (CN)
Openalex Percentile: Top 93%
Advanced Algorithms and Applications
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Trajectory Tracking Control of UAV Based on Model-free Adaptive Control Algorithm — S.J. Chang · Advances in Engineering Technology Research (2025) | TGRS Research Map | TGRS