Chuanxin Ning

dblp:325/9491 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2024
0009-0006-8844-992XORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021Systems, architecture and hardware · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Robot manipulation · 100%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 1 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation
continuum robot
0.812024
Design, Modeling and Analysis of a Spherical Parallel Continuum Manipulator for Nursing Robots · ICRA 2024

Methods — techniques the papers use, named apart from their topics

statics · 1.5kinematics · 1.5
YearPublicationVenuePosition
2024 Design, Modeling and Analysis of a Spherical Parallel Continuum Manipulator for Nursing Robots
abstract
In the healthcare industry, nursing robots have made great contributions, assisting in the delivery of food and medicine as well as the movement and transfer of patients. However, the traditional continuum manipulator often has the problems of limited workspace and weak carrying capacity. Compared with traditional manipulator, the continuum manipulator has the advantages of a small moment of inertia and high dexterity. This paper proposes a original cable-driven parallel continuum manipulator with a spherical parallel mechanism as the continuous segments. Due to the spherical parallel mechanisms’ characteristics, the proposed cable-driven spherical parallel continuum manipulator offers many inherent advantages for nursing robots. The prototype is tested and analyzed, and the kinematics and statics are verified. The results show that the cable-driven spherical parallel continuum manipulator for nursing robots has low requirements for workspace, suitable for complex spaces and can have a large carrying capacity.
Zhenhua Gong, Chuanxin Ning, Jiejunyi Liang, Ting Zhang 0005
ICRA2
2024 Development and Adaptive Assistance Control of the Robotic Hip Exoskeleton to Improve Gait Symmetry and Restore Normal Gait
abstract
Neurological disorders and aging induce abnormal gait kinematics such as asymmetric gait, reduced stride length, and walking speeds. Gait asymmetry increases musculoskeletal pain and joint impairment in the affected leg, increases the risk of patients falling, and induces higher energy expenditure. This paper presents a novel assistive control framework for the series elastic actuator-driven robotic hip exoskeleton that improves gait symmetry and restores normal gait. The proposed assistive control depends on virtual stiffness compensation with a series elastic actuator (SEA)-driven hip exoskeleton to assist without needing estimation, prediction of the gait phase, or human intent. In addition, adaptive adjustment of the virtual stiffness based on the approximate dynamic programming method is used to improve gait symmetry. The proposed control strategy is successfully implemented, and experiments are validated with human subjects’ gait assistance using a SEA-driven wearable hip exoskeleton. Note to Practitioners—This paper was motivated by the problem of hip exoskeleton assistive control. The goal of hip exoskeleton assistance is to improve gait symmetry and restore the normal gait of the patient with neurological disorders and the elderly. Existing approaches to fixturing such parts generally need to estimate or predict the gait phase or human intent. And the existing approaches generally adopted fixed control parameters. The hip exoskeleton’s assistance cannot adapt to various walking conditions and human gait differences. The proposed assistive control is based on virtual stiffness compensation with a SEA-driven hip exoskeleton to assist with walking under various walking conditions without estimating or predicting the gait phase or human intent. And the proposed method is online adjusted control parameters with human-in-the-loop to improve the gait symmetry. The human walking experiment results showed that the hip exoskeleton assistive controller not only reduced muscle activation and human effort but also improved the interjoint coordination of the impaired joint online. We also showed how the assistance controller changes the control parameters according to the gait symmetry with a human-in-the-loop strategy.
Ting Zhang 0005, Chuanxin Ning
IEEE Trans Autom. Sci. Eng.3