contact sensing
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2022 ◽  
Vol 19 (1) ◽  
pp. 792-811
Author(s):  
Qing Zhang ◽  
◽  
Yixiang Li ◽  
Yajun Li ◽  
Xiaodong Yang ◽  
...  

<abstract> <p>Wireless body area networks (WBANs) is a new research hotspot with great development prospects. The non-contact sensing based on radio frequency signal can solve the issues of personal comfort and privacy. Detection of cervical motion range and cervical strain in time are important in diagnosis and prevention of cervical spondylosis. In this paper, channel state information is used to achieve smart perception and monitoring, timely and efficient detection of different postures and abnormal bending of the neck. It provides an efficient way for protecting cervical health, and also some help for doctors to understand the causes of cervical vertebral disease in a timely manner. The classification accuracy of the four activities reached 99.4%, 99.7%, 99.5% and 99.3%, respectively.</p> </abstract>


Author(s):  
Umer Saeed ◽  
Syed Yaseen Shah ◽  
Jawad Ahmad ◽  
Muhammad Ali Imran ◽  
Qammer H. Abbasi ◽  
...  

2021 ◽  
Vol 9 ◽  
Author(s):  
Won Hyuk Lee ◽  
Seung Hyun Kim ◽  
Jae Yoon Na ◽  
Young-Hyo Lim ◽  
Seok Hyun Cho ◽  
...  

Background: The gold standard for sleep monitoring, polysomnography (PSG), is too obtrusive and limited for practical use with tiny infants or in neonatal intensive care unit (NICU) settings. The ability of impulse-radio ultrawideband (IR-UWB) radar, a non-contact sensing technology, to assess vital signs and fine movement asymmetry in neonates was recently demonstrated. The purpose of this study was to investigate the possibility of quantitatively distinguishing and measuring sleep/wake states in neonates using IR-UWB radar and to compare its accuracy with behavioral observation-based sleep/wake analyses using video recordings.Methods: One preterm and three term neonates in the NICU were enrolled, and voluntary movements and vital signs were measured by radar at ages ranging from 2 to 27 days. Data from a video camcorder, amplitude-integrated electroencephalography (aEEG), and actigraphy were simultaneously recorded for reference. Radar signals were processed using a sleep/wake decision algorithm integrated with breathing signals and movement features.Results: The average recording time for the analysis was 13.0 (7.0–20.5) h across neonates. Compared with video analyses, the sleep/wake decision algorithm for neonates correctly classified 72.2% of sleep epochs and 80.6% of wake epochs and achieved a final Cohen's kappa coefficient of 0.49 (0.41–0.59) and an overall accuracy of 75.2%.Conclusions: IR-UWB radar can provide considerable accuracy regarding sleep/wake decisions in neonates, and although current performance is not yet sufficient, this study demonstrated the feasibility of its possible use in the NICU for the first time. This unobtrusive, non-contact radar technology is a promising method for monitoring sleep/wake states with vital signs in neonates.


Nano Research ◽  
2021 ◽  
Author(s):  
Duan-Chao Wang ◽  
Hou-Yong Yu ◽  
Lurong Jiang ◽  
Dongming Qi ◽  
Xinxing Zhang ◽  
...  

Electronics ◽  
2021 ◽  
Vol 10 (18) ◽  
pp. 2279
Author(s):  
Qiwei Chen ◽  
Sanja Kastratovic ◽  
Mohamad Eid ◽  
Sohmyung Ha

Cardiovascular diseases (CVDs) have been listed among the most deadly diseases worldwide. Many CVDs are likely to manifest their symptoms some time prior to the onset of any adverse or catastrophic events, and early detection of cardiac abnormalities is incredibly important. However, traditional electrocardiography (ECG) monitoring systems face challenges with respect to their scalability and affordability as they require direct body contact and cumbersome equipment. As a step forward from the large-scale direct-contact ECG monitoring devices, which are inconvenient for the user in terms of wearability and portability, in this research, we present a small-sized, non-contact, real-time recording system for mobile long-term monitoring of ECG signals. The device mainly comprises three non-contact electrodes to sense the bio-potential signal, an AD8233 AFE IC to extract the ECG signal, and a CC2650 MCU to read, filter, and transmit them. The device is powered by a 2000 mAh lithium-ion battery with isolation between digital and analog powers on the board using two low-dropout regulators (LDOs). The board’s dimension is 8.56 cm × 5.4 cm, the size of a credit card, making it optimal to be worn in a shirt chest pocket. In spite of its small form factor, the device still manages to achieve a continuous measurement battery life of over 16 h, total harmonic distortion below −30 dB across the interested frequency range, an input-referred noise as low as 1.46 µV for contacted cases and 5.15 µV for non-contact cases through cotton, and clear ECG recording for both contact and non-contact sensing, all at a cost around USD 50.


Electronics ◽  
2021 ◽  
Vol 10 (17) ◽  
pp. 2153
Author(s):  
Ki-Seung Lee

The continuous monitoring and recording of food intake amount without user intervention is very useful in the prevention of obesity and metabolic diseases. I adopted a technique that automatically recognizes food intake amount by combining the identification of food types through image recognition and a technique that uses acoustic modality to recognize chewing events. The accuracy of using audio signal to detect eating activity is seriously degraded in a noisy environment. To alleviate this problem, contact sensing methods have conventionally been adopted, wherein sensors are attached to the face or neck region to reduce external noise. Such sensing methods, however, cause dermatological discomfort and a feeling of cosmetic unnaturalness for most users. In this study, a noise-robust and non-contact sensing method was employed, wherein ultrasonic Doppler shifts were used to detect chewing events. The experimental results showed that the mean absolute percentage errors (MAPEs) of an ultrasonic-based method were comparable with those of the audio-based method (15.3 vs. 14.6) when 30 food items were used for experiments. The food intake amounts were estimated for eight subjects in several noisy environments (cafeterias, restaurants, and home dining rooms). For all subjects, the estimation accuracy of the ultrasonic method was not degraded (the average MAPE was 15.02) even under noisy conditions. These results show that the proposed method has the potential to replace the manual logging method.


2021 ◽  
Author(s):  
Collin Kessler ◽  
Eisha Mhatre ◽  
Vaughn S Cooper ◽  
Wook Kim

Bacteria rapidly adapt to their environment by integrating external stimuli through diverse signal transduction systems. Pseudomonas aeruginosa, for example, senses surface-contact through the Wsp signal transduction system to trigger the production of cyclic di-GMP. Diverse mutations in wsp genes that manifest enhanced biofilm formation are frequently reported in clinical isolates of P. aeruginosa, and in biofilm studies of Pseudomonas spp. and Burkholderia cenocepacia. In contrast to the convergent phenotypes associated with comparable wsp mutations, we demonstrate that the Wsp system in B. cenocepacia does not impact intracellular cyclic di-GMP levels unlike that in Pseudomonas spp. Our current mechanistic understanding of the Wsp system is entirely based on the study of four Pseudomonas spp. and its phylogenetic distribution remains unknown. Here, we present the first broad phylogenetic analysis to date to show that the Wsp system originated in the β-proteobacteria then horizontally transferred to Pseudomonas spp., the sole member of the γ-proteobacteria. Alignment of 794 independent Wsp systems with reported mutations from the literature identified key amino acid residues that fall within and outside annotated functional domains. Specific residues that are highly conserved but uniquely modified in B. cenocepacia likely define mechanistic differences among Wsp systems. We also find the greatest sequence variation in the extracellular sensory domain of WspA, indicating potential adaptations to diverse external stimuli beyond surface-contact sensing. This study emphasizes the need to better understand the breadth of functional diversity of the Wsp system as a major regulator of bacterial adaptation beyond B. cenocepacia and select Pseudomonas spp.


2021 ◽  
Vol 7 (4) ◽  
pp. 319
Author(s):  
Dominique Sanglard

In Candida albicans, calcium ions (Ca2+) regulate the activity of several signaling pathways, especially the calcineurin signaling pathway. Ca2+ homeostasis is also important for cell polarization, hyphal extension, and plays a role in contact sensing. It is therefore important to obtain accurate tools with which Ca2+ homeostasis can be addressed in this fungal pathogen. Aequorin from Aequorea victoria has been used in eukaryotic cells for detecting intracellular Ca2+. A codon-adapted aequorin Ca2+-sensing expression system was therefore designed for probing cytosolic Ca2+ flux in C. albicans. The availability of a novel water-soluble formulation of coelenterazine, which is required as a co-factor, made it possible to measure bioluminescence as a readout of intracellular Ca2+ levels in C. albicans. Alkaline stress resulted in an immediate influx of Ca2+ from the extracellular medium. This increase was exacerbated in a mutant lacking the vacuolar Ca2+ transporter VCX1, thus confirming its role in Ca2+ homeostasis. Using mutants in components of a principal Ca2+ channel (MID1, CCH1), the alkaline-dependent Ca2+ spike was greatly reduced, thus highlighting the crucial role of this channel complex in Ca2+ uptake and homeostasis. Exposure to the antiarrhythmic drug amiodarone, known to perturb Ca2+ trafficking, resulted in increased cytoplasmic Ca2+ within seconds that was abrogated by the chelation of Ca2+ in the external medium. Ca2+ import was also dependent on the Cch1/Mid1 Ca2+ channel in amiodarone-exposed cells. In conclusion, the aequorin Ca2+ sensing reporter developed here is an adequate tool with which Ca2+ homeostasis can be investigated in C. albicans.


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