Artificial intelligence‐enabled sensing technologies in the 5G/internet of things era: from virtual reality/augmented reality to the digital twin

Z Zhang, F Wen, Z Sun, X Guo, T He… - Advanced Intelligent …, 2022 - Wiley Online Library
With the development of 5G and Internet of Things (IoT), the era of big data‐driven product
design is booming. In addition, artificial intelligence (AI) is also emerging and evolving by …

Piezoelectric nanogenerators for personalized healthcare

W Deng, Y Zhou, A Libanori, G Chen, W Yang… - Chemical Society …, 2022 - pubs.rsc.org
The development of flexible piezoelectric nanogenerators has experienced rapid progress
in the past decade and is serving as the technological foundation of future state-of-the-art …

Perception‐to‐cognition tactile sensing based on artificial‐intelligence‐motivated human full‐skin bionic electronic skin

H Niu, H Li, S Gao, Y Li, X Wei, Y Chen… - Advanced …, 2022 - Wiley Online Library
Traditional electronic skin (e‐skin), due to the lack of human‐brain‐like thinking and judging
capability, is powerless to accelerate the pace to the intelligent era. Herein, artificial …

A universal interface for plug-and-play assembly of stretchable devices

Y Jiang, S Ji, J Sun, J Huang, Y Li, G Zou, T Salim… - Nature, 2023 - nature.com
Stretchable hybrid devices have enabled high-fidelity implantable,–and on-skin,–monitoring
of physiological signals. These devices typically contain soft modules that match the …

A stretchable epidermal sweat sensing platform with an integrated printed battery and electrochromic display

L Yin, M Cao, KN Kim, M Lin, JM Moon… - Nature …, 2022 - nature.com
Wearable electronic devices are of potential use in various health monitoring applications
including non-invasive chemical sensing. However, such platforms are typically limited by …

All-printed soft human-machine interface for robotic physicochemical sensing

Y Yu, J Li, SA Solomon, J Min, J Tu, W Guo, C Xu… - Science robotics, 2022 - science.org
Ultrasensitive multimodal physicochemical sensing for autonomous robotic decision-making
has numerous applications in agriculture, security, environmental protection, and public …

Bistable and multistable actuators for soft robots: Structures, materials, and functionalities

Y Chi, Y Li, Y Zhao, Y Hong, Y Tang… - Advanced Materials, 2022 - Wiley Online Library
Snap‐through bistability is often observed in nature (eg, fast snap** to closure of Venus
flytrap) and the life (eg, bottle caps and hair clippers). Recently, harnessing bistability and …

Neuro-inspired electronic skin for robots

F Liu, S Deswal, A Christou, Y Sandamirskaya… - Science robotics, 2022 - science.org
Touch is a complex sensing modality owing to large number of receptors (mechano, thermal,
pain) nonuniformly embedded in the soft skin all over the body. These receptors can gather …

Soft magnetic skin for super-resolution tactile sensing with force self-decoupling

Y Yan, Z Hu, Z Yang, W Yuan, C Song, J Pan… - Science Robotics, 2021 - science.org
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 …

Touchless interactive teaching of soft robots through flexible bimodal sensory interfaces

W Liu, Y Duo, J Liu, F Yuan, L Li, L Li, G Wang… - Nature …, 2022 - nature.com
In this paper, we propose a multimodal flexible sensory interface for interactively teaching
soft robots to perform skilled locomotion using bare human hands. First, we develop a …