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Jiefeng Sun

10 accepted papers

2026

Data-Efficient Real-Time Control of an Artificial-Muscle-Driven Continuum Robot With Physics-Informed Koopman Operator

RA-L 2026

Data-driven techniques enable modeling of nonlinear continuum robots directly from input-output data without relying on physics-based modeling. Among these techniques, the Koopman method has been particularly successful as it enables the application of linear optimal control techniques such as model

Cited by 0SourceScholar
2020

Integrated Actuation and Self-Sensing for Twisted-and-Coiled Actuators with Applications to Innervated Soft Robots

IROS 2020poster

Traditional soft robots require separate sensors and actuators to precisely control their motion. A twisted-and-coiled actuator (TCA) is a new artificial muscle with both actuation and self-sensing capability that can simultaneously serve both as a sensor and an actuator allowing to control the moti…

Cited by 14SourceScholar
2018

Embedded and Controllable Shape Morphing with Twisted-and-Coiled Actuators*This work is partially supported by the National Science Foundation under Grant IIS-1755766

IROS 2018

Shape morphing, meaning a structure can first morph and then lock into another shape, can be applied to robot designs to endow robots with adaptive morphology for increased functionality and adaptivity. In this paper, we introduce a novel shape morphing scheme enabled by a new artificial muscle: twi

Cited by 12SourceScholar