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Electronic skins and machine learning for intelligent soft robots
Soft robots have garnered interest for real-world applications because of their intrinsic safety
embedded at the material level. These robots use deformable materials capable of shape …
embedded at the material level. These robots use deformable materials capable of shape …
Review of machine learning methods in soft robotics
Soft robots have been extensively researched due to their flexible, deformable, and adaptive
characteristics. However, compared to rigid robots, soft robots have issues in modeling …
characteristics. However, compared to rigid robots, soft robots have issues in modeling …
Soft magnetic skin for super-resolution tactile sensing with force self-decoupling
Human skin can sense subtle changes of both normal and shear forces (ie, self-decoupled)
and perceive stimuli with finer resolution than the average spacing between …
and perceive stimuli with finer resolution than the average spacing between …
Heterogeneous sensing in a multifunctional soft sensor for human-robot interfaces
Soft sensors have been playing a crucial role in detecting different types of physical stimuli
to part or the entire body of a robot, analogous to mechanoreceptors or proprioceptors in …
to part or the entire body of a robot, analogous to mechanoreceptors or proprioceptors in …
Flexible strain sensors for wearable hand gesture recognition: from devices to systems
Y Si, S Chen, M Li, S Li, Y Pei… - Advanced Intelligent …, 2022 - Wiley Online Library
Hand gesture recognition has attracted extensive research interest, as an essential
approach for human− machine interaction. The development of flexible strain sensors offers …
approach for human− machine interaction. The development of flexible strain sensors offers …
Reskin: versatile, replaceable, lasting tactile skins
Soft sensors have continued growing interest in robotics, due to their ability to enable both
passive conformal contact from the material properties and active contact data from the …
passive conformal contact from the material properties and active contact data from the …
Trends in graphene-based e-skin and artificial intelligence for biomedical applications—a review
Electronic skin (e-skin) mimics human skin and is an indispensable part of wearable
technology with widespread applications ranging from robotics to health care. Designing …
technology with widespread applications ranging from robotics to health care. Designing …
Review of robot skin: A potential enabler for safe collaboration, immersive teleoperation, and affective interaction of future collaborative robots
The emerging applications of collaborative robots (cobots) are spilling out from product
manufactories to service industries for human care, such as patient care for combating the …
manufactories to service industries for human care, such as patient care for combating the …
Gaussian mixture continuously adaptive regression for multimode processes soft sensing under time-varying virtual drift
X Zhang, C Song, J Zhao, D **a - Journal of Process Control, 2023 - Elsevier
Due to time-varying virtual drift in multimode processes, the performance of soft sensors will
degrade after online deployment. Traditional adaptive mechanisms have been developed to …
degrade after online deployment. Traditional adaptive mechanisms have been developed to …
Machine-learned wearable sensors for real-time hand-motion recognition: toward practical applications
Soft electromechanical sensors have led to a new paradigm of electronic devices for novel
motion-based wearable applications in our daily lives. However, the vast amount of random …
motion-based wearable applications in our daily lives. However, the vast amount of random …