2020
DOI: 10.1002/adfm.202007436
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Flexible Hybrid Sensor Systems with Feedback Functions

Abstract: Skin‐like wearable sensors are regarded as key technologies toward home‐based healthcare, human–machine interfaces, robotics, prostheses, and enhanced augmented/virtual reality (AR/VR). Inspired by human somatosensory functions, artificial sensory feedback systems play vital roles in shaping interactions with complex environments and timely decision‐making. This study presents an overview of recent advances in feedback‐driven, closed‐loop skin‐inspired flexible sensor systems that make use of emerging function… Show more

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Cited by 103 publications
(69 citation statements)
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References 364 publications
(403 reference statements)
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“…In addition to the above points of the component level, significant synchronous efforts should also be devoted to robotic system architecture, motor control algorithms, affective computing, and other advanced technologies in Healthcare 4.0 to augment robot skin at the system level and constitute standards for guiding systemic design, since every demanded feature is valid by a system synthesis. Some possible solutions to the above three questions may be: 1) Highly integrated multiple sensing modalities and actuation functionalities in a modular skin unit [189], [199], [200]; 2) Ultra-low latency and highly reliable wireless networked sensing/control system [201] with AI-based model-free optimal design [202], edge computing for localized intelligence to largely reduce the dimensions of transmitted data [203], or encoding the data in spike form [140]; and 3) Development of advanced biocompatible and self-healing materials that can withstand extreme or field environments [45], respectively.…”
Section: Discussionmentioning
confidence: 99%
“…In addition to the above points of the component level, significant synchronous efforts should also be devoted to robotic system architecture, motor control algorithms, affective computing, and other advanced technologies in Healthcare 4.0 to augment robot skin at the system level and constitute standards for guiding systemic design, since every demanded feature is valid by a system synthesis. Some possible solutions to the above three questions may be: 1) Highly integrated multiple sensing modalities and actuation functionalities in a modular skin unit [189], [199], [200]; 2) Ultra-low latency and highly reliable wireless networked sensing/control system [201] with AI-based model-free optimal design [202], edge computing for localized intelligence to largely reduce the dimensions of transmitted data [203], or encoding the data in spike form [140]; and 3) Development of advanced biocompatible and self-healing materials that can withstand extreme or field environments [45], respectively.…”
Section: Discussionmentioning
confidence: 99%
“…As mentioned previously in this review, integrating testing devices into hygiene products can greatly increase the number of people the technology can reach and enhance its testing capabilities [76]. This can be built upon by developing additional wearable technologies which allow for continuous monitoring of relevant biomarkers, adding to the amount of data available to make informed clinical decisions [55,127,128]. Potential hurdles to the widespread use of wearable technology, namely the limited biocompatibility of the testing reagents and the inability of the device to be disposed of without pretreatment [129], could both be solved by using materials and chemicals that are designed with human contact in mind.…”
Section: Future Trends and Challengesmentioning
confidence: 99%
“…11a), and fully implantable devices. [130][131][132] Cellulose-based flexible electronic device have substrate, electrodes, sensors, flexible display, flexible energy collection and storage device that can monitor human activities in real time. A flexible electronic device made of a polymer composite material is flexible and elastic.…”
Section: Cellulose Gel For Flexible Sensing Applications In Medical Treatmentmentioning
confidence: 99%