Dual-Loop MPC Architecture for Quadrotor Control

This study proposes a comprehensive dual-loop MPC framework for quadrotor control, consisting of a velocity-to-attitude reference generator, an outer-loop attitude MPC, and an inner-loop angular velocity MPC. The outer loop derives reference angles (ϕ, θ, ψ) from desired translational velocities, while the inner loop tracks angular dynamics. The system’s performance is evaluated based on overshoot, steady-state error, and RMSE. Simulation results demonstrate reliable tracking and disturbance rejection in all loops under reference variations.

Authors

Publication Details

Journal
Science and Technology of Engineering Chemistry and Environmental Protection
Published
2025-06-17
DOI
https://doi.org/10.61173/xejbpp39
Primary Topic
Real-time simulation and control systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Dual-Loop MPC Architecture for Quadrotor Control

Binqiang Xue
3 links
Science and Technology of Engineering Chemistry and Environmental Protection
Real-time simulation and control systems
article

Dual-Loop MPC Architecture for Quadrotor Control

Binqiang Xue
article en

Abstract

This study proposes a comprehensive dual-loop MPC framework for quadrotor control, consisting of a velocity-to-attitude reference generator, an outer-loop attitude MPC, and an inner-loop angular velocity MPC. The outer loop derives reference angles (ϕ, θ, ψ) from desired translational velocities, while the inner loop tracks angular dynamics. The system’s performance is evaluated based on overshoot, steady-state error, and RMSE. Simulation results demonstrate reliable tracking and disturbance rejection in all loops under reference variations.

Science and Technology of Engineering Chemistry and Environmental ProtectionVol. 1(3)
Openalex Percentile: Top 85%
Real-time simulation and control systems
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Dual-Loop MPC Architecture for Quadrotor Control — Binqiang Xue · Science and Technology of Engineering Chemistry and Environmental Protection (2025) | TGRS Research Map | TGRS