Decoupled Temperature–Pressure Sensing System for Deep Learning Assisted Human–Machine Interaction DOI
Zhaoyang Chen, Shun Liu,

Pengyuan Kang

et al.

Advanced Functional Materials, Journal Year: 2024, Volume and Issue: 34(52)

Published: Aug. 20, 2024

Abstract With the rapid development of intelligent wearable technology, multimodal tactile sensors capable data acquisition, decoupling intermixed signals, and information processing have attracted increasing attention. Herein, a decoupled temperature–pressure dual‐mode sensor is developed based on single‐walled carbon nanotubes (SWCNT) poly(3,4‐ethylenedioxythiophene): poly(styrenesulfonate) (PEDOT:PSS) decorated porous melamine foam (MF), integrating with deep learning algorithm to obtain input terminal. Importantly, synergistic effect PEDOT:PSS SWCNT facilitates ideal capability sensitivity toward both temperature (38.2 µV K −1 ) pressure (10.8% kPa thermoelectric piezoresistive effects, respectively. Besides, low thermal conductivity excellent compressibility MF also endow it merits low‐temperature detection limit (0.03 K), fast response (120 ms), long‐term stability. Benefiting from outstanding sensing characteristics, assembled array showcases good capacity for identifying spatial distribution signals. assistance algorithm, displays high recognition accuracy 99% 98% corresponding “touch” “press” actions, respectively, realizes encrypted transmission accurate identification random sequences, providing promising strategy design high‐accuracy platform in human–machine interaction.

Language: Английский

Technology Roadmap for Flexible Sensors DOI Creative Commons
Yifei Luo, Mohammad Reza Abidian, Jong‐Hyun Ahn

et al.

ACS Nano, Journal Year: 2023, Volume and Issue: 17(6), P. 5211 - 5295

Published: March 9, 2023

Humans rely increasingly on sensors to address grand challenges and improve quality of life in the era digitalization big data. For ubiquitous sensing, flexible are developed overcome limitations conventional rigid counterparts. Despite rapid advancement bench-side research over last decade, market adoption remains limited. To ease expedite their deployment, here, we identify bottlenecks hindering maturation propose promising solutions. We first analyze achieving satisfactory sensing performance for real-world applications then summarize issues compatible sensor-biology interfaces, followed by brief discussions powering connecting sensor networks. Issues en route commercialization sustainable growth sector also analyzed, highlighting environmental concerns emphasizing nontechnical such as business, regulatory, ethical considerations. Additionally, look at future intelligent sensors. In proposing a comprehensive roadmap, hope steer efforts towards common goals guide coordinated development strategies from disparate communities. Through collaborative efforts, scientific breakthroughs can be made sooner capitalized betterment humanity.

Language: Английский

Citations

729

Zwitterionic Biomaterials DOI
Qingsi Li, Chiyu Wen, Jing Yang

et al.

Chemical Reviews, Journal Year: 2022, Volume and Issue: 122(23), P. 17073 - 17154

Published: Oct. 6, 2022

The term "zwitterionic polymers" refers to polymers that bear a pair of oppositely charged groups in their repeating units. When these are equally distributed at the molecular level, molecules exhibit an overall neutral charge with strong hydration effect via ionic solvation. constitutes foundation series exceptional properties zwitterionic materials, including resistance protein adsorption, lubrication interfaces, promotion stabilities, antifreezing solutions, etc. As result, materials have drawn great attention biomedical and engineering applications recent years. In this review, we give comprehensive panoramic overview covering fundamentals nonfouling behaviors, different types surfaces polymers, applications.

Language: Английский

Citations

422

MXenes for Energy Harvesting DOI
Yizhou Wang,

Tianchao Guo,

Zhengnan Tian

et al.

Advanced Materials, Journal Year: 2022, Volume and Issue: 34(21)

Published: Jan. 20, 2022

Abstract Energy harvesting modules play an increasingly important role in the development of autonomous self‐powered microelectronic devices. MXenes (i.e., 2D transition metal carbide/nitride) have recently emerged as promising candidates for energy applications due to their excellent electronic conductivity, large specific surface area, and tunable properties. Herein, a perspective on using harvest from various sources environment is presented. First, characteristics that facilitate capturing are systematically introduced preparation strategies derived nanostructures tailored toward such summarized. Subsequently, mechanism different (e.g., solar energy, thermoelectric triboelectric piezoelectric salinity‐gradient electrokinetic ultrasound humidity energy) discussed. Then, recent progress MXene‐based harvesting, well applications, introduced. Finally, opinions existing challenges future directions nanostructure

Language: Английский

Citations

246

Thermoelectric converter: Strategies from materials to device application DOI
Zhenhua Wu, Shuai Zhang, Zekun Liu

et al.

Nano Energy, Journal Year: 2021, Volume and Issue: 91, P. 106692 - 106692

Published: Nov. 6, 2021

Language: Английский

Citations

209

Multistable vibration energy harvesters: Principle, progress, and perspectives DOI
Shengxi Zhou, Mickaël Lallart, Alper Ertürk

et al.

Journal of Sound and Vibration, Journal Year: 2022, Volume and Issue: 528, P. 116886 - 116886

Published: March 9, 2022

Language: Английский

Citations

182

A review of flow-induced vibration energy harvesters DOI

Xiaoqing Ma,

Shengxi Zhou

Energy Conversion and Management, Journal Year: 2022, Volume and Issue: 254, P. 115223 - 115223

Published: Jan. 22, 2022

Language: Английский

Citations

179

Materials-Driven Soft Wearable Bioelectronics for Connected Healthcare DOI
Shu Gong, Lu Yan,

Jialiang Yin

et al.

Chemical Reviews, Journal Year: 2024, Volume and Issue: 124(2), P. 455 - 553

Published: Jan. 4, 2024

In the era of Internet-of-things, many things can stay connected; however, biological systems, including those necessary for human health, remain unable to connected global Internet due lack soft conformal biosensors. The fundamental challenge lies in fact that electronics and biology are distinct incompatible, as they based on different materials via functioning principles. particular, body is curvilinear, yet typically rigid planar. Recent advances design have generated tremendous opportunities wearable bioelectronics, which may bridge gap, enabling ultimate dream healthcare anyone, anytime, anywhere. We begin with a review historical development healthcare, indicating significant trend healthcare. This followed by focal point discussion about new design, particularly low-dimensional nanomaterials. summarize material types their attributes designing bioelectronic sensors; we also cover synthesis fabrication methods, top-down, bottom-up, combined approaches. Next, discuss energy challenges progress made date. addition front-end devices, describe back-end machine learning algorithms, artificial intelligence, telecommunication, software. Afterward, integration systems been applied various testbeds real-world settings, laboratories preclinical clinical environments. Finally, narrate remaining conjunction our perspectives.

Language: Английский

Citations

155

Self-powered and self-sensing devices based on human motion DOI Creative Commons
Zhihui Lai, Junchen Xu, Chris Bowen

et al.

Joule, Journal Year: 2022, Volume and Issue: 6(7), P. 1501 - 1565

Published: July 1, 2022

Language: Английский

Citations

154

A low-frequency rotational electromagnetic energy harvester using a magnetic plucking mechanism DOI

Gang Miao,

Shitong Fang, Suo Wang

et al.

Applied Energy, Journal Year: 2021, Volume and Issue: 305, P. 117838 - 117838

Published: Sept. 17, 2021

Language: Английский

Citations

141

Characterizing nonlinear characteristics of asymmetric tristable energy harvesters DOI

Xiaoqing Ma,

Haitao Li, Shengxi Zhou

et al.

Mechanical Systems and Signal Processing, Journal Year: 2021, Volume and Issue: 168, P. 108612 - 108612

Published: Nov. 29, 2021

Language: Английский

Citations

114