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Security and privacy for 6G: A survey on prospective technologies and challenges
Sixth-generation (6G) mobile networks will have to cope with diverse threats on a space-air-
ground integrated network environment, novel technologies, and an accessible user …
ground integrated network environment, novel technologies, and an accessible user …
Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology
The sixth generation (6G) represents the next evolution in wireless communication
technology and is currently under research and development. It is expected to deliver faster …
technology and is currently under research and development. It is expected to deliver faster …
Photoplethysmographic biometrics: A comprehensive survey
The wide diffusion of wearable sensors and mobile devices encouraged the study of
biometric recognition techniques that require a low level of cooperation from users. Among …
biometric recognition techniques that require a low level of cooperation from users. Among …
Deep learning-based photoplethysmography biometric authentication for continuous user verification
Biometric authentication methods have gained prominence as secure and convenient
alternatives to traditional passwords and PINs. In this paper, we propose a novel approach …
alternatives to traditional passwords and PINs. In this paper, we propose a novel approach …
[HTML][HTML] A novel ppg-based biometric authentication system using a hybrid cvt-convmixer architecture with dense and self-attention layers
Biometric authentication is a widely used method for verifying individuals' identities using
photoplethysmography (PPG) cardiac signals. The PPG signal is a non-invasive optical …
photoplethysmography (PPG) cardiac signals. The PPG signal is a non-invasive optical …
[HTML][HTML] Biometric-based human identification using ensemble-based technique and ECG signals
User authentication has become necessary in different life domains. Traditional
authentication methods like personal information numbers (PINs), password ID cards, and …
authentication methods like personal information numbers (PINs), password ID cards, and …
Graph variational auto-encoder for deriving EEG-based graph embedding
Graph embedding is an effective method for deriving low-dimensional representations of
graph data. The power of graph deep learning methods to characterize …
graph data. The power of graph deep learning methods to characterize …
A review of deep learning methods for photoplethysmography data
Photoplethysmography (PPG) is a highly promising device due to its advantages in
portability, user-friendly operation, and non-invasive capabilities to measure a wide range of …
portability, user-friendly operation, and non-invasive capabilities to measure a wide range of …
An ensemble model of DL for ECG-based human identification
RNA Begum, A Sharma… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this study, an ensemble model of U-Net and artificial neural network (ANN) is developed
for electrocardiogram (ECG)-based human identification. This study specifically presents the …
for electrocardiogram (ECG)-based human identification. This study specifically presents the …
[HTML][HTML] PPG and Bioimpedance-Based Wearable Applications in Heart Rate Monitoring—A Comprehensive Review
The monitoring of hemodynamic parameters, such as heart rate and blood pressure,
provides valuable indications of overall cardiovascular health. It is preferable that such …
provides valuable indications of overall cardiovascular health. It is preferable that such …