Sensor-based and vision-based human activity recognition: A comprehensive survey

LM Dang, K Min, H Wang, MJ Piran, CH Lee, H Moon - Pattern Recognition, 2020 - Elsevier
Human activity recognition (HAR) technology that analyzes data acquired from various types
of sensing devices, including vision sensors and embedded sensors, has motivated the …

Sensor-based mHealth authentication for real-time remote healthcare monitoring system: A multilayer systematic review

ML Shuwandy, BB Zaidan, AA Zaidan… - Journal of medical …, 2019 - Springer
The new and groundbreaking real-time remote healthcare monitoring system on sensor-
based mobile health (mHealth) authentication in telemedicine has considerably bounded …

A classifier based on multiple feature extraction blocks for gait authentication using smartphone sensors

S Shen, SS Sun, WJ Li, RC Wang, P Sun… - Computers and …, 2023 - Elsevier
A convolutional neural network model for gait identification in the sensor domain with
multiple feature extraction blocks (MFEBP) is proposed, using Residual Block and Squeeze …

Continuous user authentication using smartwatch motion sensor data

N Al-Naffakh, N Clarke, F Li - Trust Management XII: 12th IFIP WG 11.11 …, 2018 - Springer
Smartwatches, which contain an accelerometer and gyroscope, have recently been used to
implement gait/activity-based biometrics. However, many research questions have not been …

User identification using deep learning and human activity mobile sensor data

L Alawneh, M Al-Zinati, M Al-Ayyoub - International Journal of Information …, 2023 - Springer
The ownership of user actions in computer and mobile applications is an important concern,
especially when using shared devices. User identification using physical biometric …

Gait recognition of acceleration sensor for smart phone based on multiple classifier fusion

Z Huan, X Chen, S Lv, H Geng - Mathematical Problems in …, 2019 - Wiley Online Library
Gait, as a kind of biological feature, has a profound value in personnel identification. This
paper analyzes gait characteristics based on acceleration sensors of smart phones and …

Secure accelerometer-based pairing of mobile devices in multi-modal transport

B Groza, A Berdich, C Jichici, R Mayrhofer - IEEE Access, 2020 - ieeexplore.ieee.org
We address the secure pairing of mobile devices based on accelerometer data under
various transportation environments, eg, train, tram, car, bike, walking, etc. As users …

A Survey on Fingerprinting Technologies for Smartphones Based on Embedded Transducers

A Berdich, B Groza, R Mayrhofer - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Smartphones are a vital technology, they improve our social interactions, provide us a great
deal of information, and bring forth the means to control various emerging technologies, like …

Real-world continuous smartwatch-based user authentication

N Al-Naffakh, N Clarke, F Li… - The Computer …, 2025 - academic.oup.com
User authentication is often regarded as the “gatekeeper” of cyber security. It has, however,
long suffered from significant usability issues that have resulted in research focussing upon …

Fingerprinting smartphone accelerometers with traditional classifiers and deep learning networks

A Berdich, P Iosif, C Burlacu… - 2023 IEEE 17th …, 2023 - ieeexplore.ieee.org
Fingerprinting smartphones using their accelerometers has several applications, including
activity recognition, driving style classification and device to device authentication. In this …