Design and Experiments of a Nonlinear Observer System for Spaceborne Synthetic Aperture Radar States Detection During Microgravity Simulation

This article proposes a nonlinear observer system for spaceborne synthetic aperture radar during ground microgravity simulation provided by an active gravity offloading system. Through dynamic analysis of the microgravity simulation process, the nonlinear coupling relationship is clarified, a state observer system which integrates a position, velocity subsystem along with a nonlinear disturbance observer is proposed to indirectly obtain the radar’s states using only the gravity offloading system’s sensors. Numerical simulations, platform experiments demonstrate that the proposed observer system outperforms the traditional unscented Kalman filter method. The experimental results show that the root-mean-square errors of joint position, velocity, and torque observation results are reduced by 35%, 65%, and 49%, respectively.

Authors

Institutions

Publication Details

Journal
IEEE/ASME Transactions on Mechatronics
Published
2025-09-01
DOI
https://doi.org/10.1109/tmech.2025.3598494
Primary Topic
Inertial Sensor and Navigation
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design and Experiments of a Nonlinear Observer System for Spaceborne Synthetic Aperture Radar States Detection During Microgravity Simulation

Huijuan Dong, Jie Zhao, Zhaowei Sun, Gangfeng Liu
IEEE/ASME Transactions on Mechatronics
Inertial Sensor and Navigation
article

Design and Experiments of a Nonlinear Observer System for Spaceborne Synthetic Aperture Radar States Detection During Microgravity Simulation

Huijuan Dong, Jie Zhao, Zhaowei Sun, Gangfeng Liu
article en

Abstract

This article proposes a nonlinear observer system for spaceborne synthetic aperture radar during ground microgravity simulation provided by an active gravity offloading system. Through dynamic analysis of the microgravity simulation process, the nonlinear coupling relationship is clarified, a state observer system which integrates a position, velocity subsystem along with a nonlinear disturbance observer is proposed to indirectly obtain the radar’s states using only the gravity offloading system’s sensors. Numerical simulations, platform experiments demonstrate that the proposed observer system outperforms the traditional unscented Kalman filter method. The experimental results show that the root-mean-square errors of joint position, velocity, and torque observation results are reduced by 35%, 65%, and 49%, respectively.

IEEE/ASME Transactions on MechatronicsVol. 31(1)
Harbin Institute of Technology (CN), State Key Laboratory of Robotics and Systems (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 69%
Inertial Sensor and Navigation
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.

Design and Experiments of a Nonlinear Observer System for Spaceborne Synthetic Aperture Radar States Detection During Microgravity Simulation — Huijuan Dong, Jie Zhao, et al. · IEEE/ASME Transactions on Mechatronics (2025) | TGRS Research Map | TGRS