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Found 9 papers, 0 papers with code
Vascular Ageing and Smoking Habit Prediction via a Low-Cost Single-Lead ECG Module
For the binary classification problem that aims to differentiate between a smoker and a non-smoker, XGBoost method stands out with an accuracy of 96. 5%.
Non-Contact Monitoring of Dehydration using RF Data Collected off the Chest and the Hand
Compared to prior work where the reported accuracy is 97. 83%, our proposed non-contact method is slightly inferior (as we report a maximum accuracy of 96. 15%); nevertheless, the advantages of our non-contact dehydration method speak for themselves.
Your smartphone could act as a pulse-oximeter and as a single-lead ECG
The proposed methods include the following core steps: subject records a small video of his/her fingertip by placing his/her finger on the rear camera of the smartphone, and the recorded video is pre-processed to extract the filtered and/or detrended video-photoplethysmography (vPPG) signal, which is then fed to custom-built convolutional neural networks (CNN), which eventually spit-out the vitals (PR, SpO2, and RR) as well as a single-lead ECG of the subject.
Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing
Non-intrusive load monitoring (NILM) or energy disaggregation aims to extract the load profiles of individual consumer electronic appliances, given an aggregate load profile of the mains of a smart home.
Hand-breathe: Non-Contact Monitoring of Breathing Abnormalities from Hand Palm
In post-covid19 world, radio frequency (RF)-based non-contact methods, e. g., software-defined radios (SDR)-based methods have emerged as promising candidates for intelligent remote sensing of human vitals, and could help in containment of contagious viruses like covid19.
Countering Active Attacks on RAFT-based IoT Blockchain Networks
When the IoT network is under the jamming attack, we utilize the stochastic geometry tool to derive the closed-form expressions for the coverage probabilities for both uplink and downlink IoT transmissions.
Preventing Identity Attacks in RFID Backscatter Communication Systems: A Physical-Layer Approach
This work considers identity attack on a radio-frequency identification (RFID)-based backscatter communication system.
Securing the Insecure: A First-Line-of-Defense for Nanoscale Communication Systems Operating in THz Band
Nanoscale communication systems operating in Ter-ahertz (THz) band are anticipated to revolutionise the healthcaresystems of the future.
Learning-Based Resource Allocation Scheme for TDD-Based CRAN System
Since, the trajectory of movement for high-mobility users is predictable; therefore, fairly accurate position estimates for those users can be obtained, and can be used for resource allocation to serve the considered users.
