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Active Capacitive Sensing: Exploring a New Wearable Sensing Modality for Activity Recognition
[chapter]
2010
Lecture Notes in Computer Science
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From these results, we concluded that capacitive sensing is a viable and highly interesting new sensing concept for wearable monitoring. ...
For a new sensing modality, such basic understanding is a necessary pre-condition for conceiving and demonstrating concrete applications. ...
doi:10.1007/978-3-642-12654-3_19
fatcat:xgtcru5ctjhxrijrdjx7hulyfu
The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey
2022
Sensors
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Human activity recognition (HAR) has become an intensive research topic in the past decade because of the pervasive user scenarios and the overwhelming development of advanced algorithms and novel sensing ...
This work tries to present a thorough, in-depth survey on the state-of-the-art sensing modalities in HAR tasks to supply a solid understanding of the variant sensing principles for younger researchers ...
Besides motion sensing, HBC could also be used for proximity and joint activity recognition [147] by exploring the human body capacitance variation caused by the proximity and motion of an intruder. ...
doi:10.3390/s22124596
pmid:35746376
pmcid:PMC9229953
fatcat:2cjpolwafnem7o4mehxigaqojq
On-Body Sensing: From Gesture-Based Input to Activity-Driven Interaction
2010
Computer
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Lukowicz, "Active Capacitive Sensing: Exploring a New Wearable Sensing Modality for Activity Recognition," Proc. 8th Int'l Conf. Pervasive Computing, LNCS 6030, Springer, 2010, pp. 319-336) . ...
Behavioral and cognitive disorders including dementia, autism, and Parkinson's disease are also a promising application field for body sensing and activity recognition. ...
doi:10.1109/mc.2010.294
fatcat:xrq4ldbdzjgexblxboxqmwtprm
HeadScan: A Wearable System for Radio-Based Sensing of Head and Mouth-Related Activities
2016
2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN)
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In this paper, we contribute to the search for new sensing modalities for the next generation of wearable devices by exploring the feasibility of mobile radiobased human activity recognition. ...
As the first step to achieve our vision, we have designed and developed HeadScan, a first-of-its-kind wearable for radio-based sensing of a number of human activities that involve head and mouth movements ...
In this paper, we contribute to the search for new sensing modalities for the next generation of wearable devices by exploring the feasibility of mobile radiobased human activity recognition. ...
doi:10.1109/ipsn.2016.7460677
dblp:conf/ipsn/FangLZK16
fatcat:yosr7ch5enavnlwyqq5wxweb3e
Hand Gesture Recognition based on Near-infrared Sensing Wristband
2020
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
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Wrist-worn gesture sensing systems can be used as a seamless interface for AR/VR interactions and control of various devices. ...
The acquired data corresponding to different gestures are labeled and input into a machine learning algorithm for gesture classification. ...
The sensing modalities include camera-based systems [7] , inertial motion sensing [8, 9] , Electromyography(EMG) [10, 11, 12, 13] , Electrical Impedance Tomography (EIT) [14, 15] , and capacitive and ...
doi:10.5220/0008909401100117
dblp:conf/grapp/MaeregLSK20
fatcat:j2uzbqjlczfelhcw547yfjrkqm
Healthcare Sensing and Monitoring
[chapter]
2019
Lecture Notes in Computer Science
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Healthcare organizations like insurance companies need real-time, reliable, and accurate diagnostic results provided by sensor systems that can be monitored remotely, whether the patient is in a hospital ...
Sensors can be used for life-supporting implants, preventive measures, long-term monitoring of disabled or ill patients. ...
Our thanks to ICT COST Action IC1303: Algorithms, Architectures and Platforms for Enhanced Living Environments (AAPELE). ...
doi:10.1007/978-3-030-10752-9_10
fatcat:5r6eolv2z5evtijpuzvyn6vcoa
Unobtrusive Sensing and Wearable Devices for Health Informatics
2014
IEEE Transactions on Biomedical Engineering
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In particular, acquisition of health-related information by unobtrusive sensing and wearable technologies is considered as a cornerstone in health informatics. ...
, and use of health information, has emerged as an active area of interdisciplinary research. ...
In addition, capacitive sensing can also be used for other applications such as respiratory measurement, e.g., using a capacitive textile force sensor weaved into clothing [16] , or a capacitive electrical ...
doi:10.1109/tbme.2014.2309951
pmid:24759283
pmcid:PMC7176476
fatcat:6out72voongjldwm4qahzbjx4q
Sensing Technology for Human Activity Recognition: a Comprehensive Survey
2020
IEEE Access
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Therefore, having a well defined categorization of sensing technology is essential for the systematic design of human activity recognition systems. ...
By extending the sensor categorization proposed by White, we survey the most prominent research works that utilize different sensing technologies for human activity recognition tasks. ...
Braun [51] proposed a driver's seat enhanced with capacitive proximity sensing to detect a wide range of physiological parameters about the driver and his sitting postures for activity recognition in ...
doi:10.1109/access.2020.2991891
fatcat:ukkpc2gdkvd2dird52ttebe6sy
Wearable and Stretchable Strain Sensors: Materials, Sensing Mechanisms, and Applications
2020
Advanced Intelligent Systems
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His research interests include wearable medical devices, smart materials, composites, and soft robotics. ...
conductive active materials for strain sensing. ...
[8]
Sport Performance Monitoring Wearable strain sensors offer new integrated platforms for assessing the biomechanical and physiological parameters of athletes. ...
doi:10.1002/aisy.202000039
fatcat:thmomdxog5dtdeysgm2oxvq6ge
CapBand
2018
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems - SenSys '18
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We present CapBand, a battery-free hand gesture recognition wearable in the form of a wristband. ...
We present successive capacitance sensing, an ultra-low power sensing technique, to capture small skin deformations due to muscle and tendon movements on the user's wrist, which corresponds to specic groups ...
We thank the anonymous shepherd and reviewers for their insightful comments. We also thank Keith Graham, Timothy May, Rebecca McKain and Nhat Pham for their help and consultant during the project. ...
doi:10.1145/3274783.3274854
dblp:conf/sensys/TruongZMNBNLCDV18
fatcat:gs6apsivnvfb7pnx3umkwh2wzq
Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems
2022
Advanced Intelligent Systems
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First, sensors must be sensitive, reliable, durable, and wearable, of which high-quality sensing data is the prerequisite for obtaining excellent performance of WSES. ...
Note for some cases, collecting sensing signals are still assisted with external sources (i.e., special equipment for spectroscopy data acquisition), which makes the wearability of the devices compromised ...
Despite the challenges mentioned above, research groups worldwide are actively exploring new possibilities to tackle these obstacles. ...
doi:10.1002/aisy.202100194
fatcat:7ai5exgvsvgb3kro2brldreqpe
MXene Wearables: Properties, Fabrication Strategies, Sensing Mechanism and Applications
2022
Materials Advances
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The current pandemic has forced the healthcare system into a transformation where the patients are required to be continuously monitored without the need for hospitalization. ...
The advances in wearable sensors... ...
India and Centre for Nano Science and Engineering (CeNSE) at Indian Institute of Science (IISc), Bengaluru, India, respectively are sincerely acknowledged. ...
doi:10.1039/d1ma01170g
fatcat:7iru6yatuvdbnpswd7hwbvtapy
Advancements and future prospects of wearable sensing technology for healthcare applications
2022
Sensors & Diagnostics
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The realm of wearable technology is continually growing. ...
Due to the fact that skin covers the majority of the human body, it is an ideal modality for noninvasive healthcare wearable devices. ...
there is still a strong need for new and better non-invasive alcohol monitoring systems. ...
doi:10.1039/d2sd00005a
fatcat:tn7fgjea4nezppipanmxv4pecm
Sensing Hand Interactions with Everyday Objects by Profiling Wrist Topography
2022
Sixteenth International Conference on Tangible, Embedded, and Embodied Interaction
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Figure 1: We use a capacitive sensing technique to measure changes in wrist profiles (A), which allows inferring the force (B) and grasp (C) used to interact with external objects. ...
This enables digital input on unaugmented physical objects mediated by a wristband (D). ...
Mohan, and Peter Hamilton for their support of the software tools, all our anonymous participants, and Cliff Forlines for his guidance and shepherding of the project. ...
doi:10.1145/3490149.3501320
fatcat:3bgemlifwjaj5ppsqtaknosvem
A review on applications of capacitive displacement sensing for capacitive proximity sensor
2020
IEEE Access
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.: Review on Applications of Capacitive Displacement Sensing for CPS FIGURE 3. Sensitive modalities: (a) volume sensing, (b) deformation sensing and (c) displacement sensing [9]. ...
Capacitive displacement sensing, as one of the three sensing modalities, works for long distance and can be unitized to measure more physical quantities compared with capacitive volume and deformation ...
[119] presented a new method for gesture recognition. ...
doi:10.1109/access.2020.2977716
fatcat:qhxtchkrhzctvcapmqxsatnvxa
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