Multimodal Sensors and ML‐Based Data Fusion for Advanced Robots DOI Creative Commons
Shengshun Duan, Qiongfeng Shi, Jun Wu

et al.

Advanced Intelligent Systems, Journal Year: 2022, Volume and Issue: 4(12)

Published: Oct. 2, 2022

Nature has proved that multiple sense and processing capabilities are critical for target recognition race survival. As such, advanced robots perform missions in an unstructured environment highly need organism‐similar multimodal sensing systems sophisticated environmental stimuli. Herein, recent progress robotics is reviewed. Multimodal sensors including tactile capture surface properties of objects (i.e., thermal conductivity, temperature, softness, electron affinity), visual the color size objects, gas object smell summarized. The data fusion algorithms process signals from to achieve decision making also presented. challenges future development further discussed. Advances these areas open new avenues applications human–robot collaboration, rescue missions, garbage sorting, intelligent prosthetics.

Language: Английский

Hybrid electronic skin combining triboelectric nanogenerator and humidity sensor for contact and non-contact sensing DOI
Feifei Yin,

Yunjian Guo,

Zhicheng Qiu

et al.

Nano Energy, Journal Year: 2022, Volume and Issue: 101, P. 107541 - 107541

Published: June 28, 2022

Language: Английский

Citations

67

Synergistically Microstructured Flexible Pressure Sensors with High Sensitivity and Ultrawide Linear Range for Full‐Range Human Physiological Monitoring DOI
Xihua Cui, Yue Jiang, Lin Hu

et al.

Advanced Materials Technologies, Journal Year: 2022, Volume and Issue: 8(1)

Published: July 30, 2022

Abstract High sensitivity and wide linear range are core performances for flexible pressure sensors in practical applications. Due to the trade‐off between range, developing high‐performance with both high through a facile method is still great challenge. Herein, synergistically microstructured sensor fibrous microdomed (FMD) structure composed of conductive layer sandwiched microdome‐structured PDMS an interdigital electrode proposed. Ascribed synergistic effect FMD possessing multiple deformations, resistance varies sensitively continuously under pressure. Consequently, perform (6.31 kPa −1 ), ultrawide (4.6 Pa–800 kPa), short response time (72 ms) relaxation (88 ms), remarkable stability during 10 000 loading/unloading cycles 127.4 kPa. These allow detect full‐range human psychological signals from low pressures, such as pulse, phonation, joint moments, plantar Moreover, can be integrated into large‐area crosstalk‐free array map spatial distribution, demonstrating their viable applications personal physiological parameters monitoring human–machine interfaces.

Language: Английский

Citations

61

Multifunctional, breathable MXene-PU mesh electronic skin for wearable intelligent 12-lead ECG monitoring system DOI
Tianrui Cui, Yancong Qiao, Ding Li

et al.

Chemical Engineering Journal, Journal Year: 2022, Volume and Issue: 455, P. 140690 - 140690

Published: Nov. 29, 2022

Language: Английский

Citations

55

3D textile structure-induced local strain for a highly amplified piezoresistive performance of carbonized cellulose fabric based pressure sensor for human healthcare monitoring DOI
Hyeongsub Choi, Jingzhe Sun,

Bingqi Ren

et al.

Chemical Engineering Journal, Journal Year: 2022, Volume and Issue: 450, P. 138193 - 138193

Published: July 19, 2022

Language: Английский

Citations

43

Multimodal Sensors and ML‐Based Data Fusion for Advanced Robots DOI Creative Commons
Shengshun Duan, Qiongfeng Shi, Jun Wu

et al.

Advanced Intelligent Systems, Journal Year: 2022, Volume and Issue: 4(12)

Published: Oct. 2, 2022

Nature has proved that multiple sense and processing capabilities are critical for target recognition race survival. As such, advanced robots perform missions in an unstructured environment highly need organism‐similar multimodal sensing systems sophisticated environmental stimuli. Herein, recent progress robotics is reviewed. Multimodal sensors including tactile capture surface properties of objects (i.e., thermal conductivity, temperature, softness, electron affinity), visual the color size objects, gas object smell summarized. The data fusion algorithms process signals from to achieve decision making also presented. challenges future development further discussed. Advances these areas open new avenues applications human–robot collaboration, rescue missions, garbage sorting, intelligent prosthetics.

Language: Английский

Citations

40