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Updated: Dec 4, 2025

A Protocol for Real-time 3D Single Particle Tracking
Published on: January 3, 2018
Fixed-time trajectory following for quadrotors via output feedback
Xingling Shao1, Biao Tian1, Wei Yang1
1Key Laboratory of Instrumentation Science & Dynamic Measurement, Ministry of Education, North University of China, Taiyuan 030051, China; National Key Laboratory for Electronic Measurement Technology, School of Instrument and Electronics, North University of China, Taiyuan 030051, China.
This study presents a novel fixed-time control strategy for quadrotors, enabling precise trajectory following despite unknown disturbances and unmeasured velocities. The developed algorithm ensures stability and robustness with a consistent convergence time.
Area of Science:
- Robotics and Control Systems
- Nonlinear Control Theory
- Quadrotor Dynamics
Background:
- Quadrotor trajectory following is challenging due to under-actuation and external disturbances.
- Existing methods often require full state information (including velocities), which are difficult to measure.
- Achieving fixed-time convergence, where the system settles within a predefined time, is desirable for practical applications.
Purpose of the Study:
- To develop a fixed-time output feedback control strategy for quadrotors.
- To address the challenges of unmeasured velocities and external disturbances.
- To ensure fixed-time stability and robustness for trajectory regulation.
Main Methods:
- Inner-outer separation design philosophy to decompose quadrotor dynamics.
- Fixed-time extended state observers (FTESOs) with polynomial feedback to estimate velocities and uncertainties.
- Velocity-free fixed-time control protocol synthesis.
- Analysis of bi-limit homogeneity properties for convergence proofs.
Main Results:
- Successfully estimated unavailable velocity states and unknown uncertainties in fixed-time.
- Developed a velocity-free control protocol achieving trajectory regulation with uniform fixed-time convergence.
- Demonstrated chattering-free inputs and enhanced system robustness.
- Validated the fixed-time convergence of all error variables through theoretical analysis.
Conclusions:
- The proposed output feedback control strategy effectively achieves fixed-time trajectory following for quadrotors.
- The method enhances robustness against disturbances and eliminates the need for velocity measurements.
- The algorithm guarantees fixed-time stability and chattering-free performance, validated by simulations.
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