A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson's disease prediction using freezing of gait: a biometric application

Z Habib, MA Mughal, MA Khan, A Hamza… - Multimedia Tools and …, 2024 - Springer
Parkinson's disease (PD) disorder is caused by the imbalance of inhibitory dopamine and
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …

Wireless sensing applications with Wi-Fi Channel State Information, preprocessing techniques, and detection algorithms: A survey

JA Armenta-Garcia, FF Gonzalez-Navarro… - Computer …, 2024 - Elsevier
Abstract Recently, using Wi-Fi devices as sensing technology has garnered significant
attention and found numerous applications. This trend has given birth to what is known as …

Seismic Signal Analysis Based on Variational Mode Decomposition and Hilbert Transform for Ground Intrusion Activity Classification

Y Sun, D Qian, J Zheng, Y Liu, C Liu - Sensors, 2023 - mdpi.com
The identification of ground intrusion is a key and important technology in the national public
security field. In this paper, a novel variational mode decomposition (VMD) and Hilbert …

[HTML][HTML] Deep-Reinforcement-Learning-Based Wireless IoT Device Identification Using Channel State Information

Y Li, Y Wang, X Liu, P Zuo, H Li, H Jiang - Symmetry, 2023 - mdpi.com
Internet of Things (IoT) technology has permeated into all aspects of today's society and is
playing an increasingly important role. Identity authentication is crucial for IoT devices to …

Presence Detection with Wi-Fi Using ESP32

MP Yakub, NV Sai, SK Singh, P Mohanty… - … for Sustainability and …, 2024 - ieeexplore.ieee.org
This paper addresses the increasing demand for presence detection across various
industries while addressing concerns related to invasive technologies such as cameras and …

Smart Presence Detection: Harnessing Wi-Fi Signals and Machine Learning with ESP8266

R Khan, D Khan - 2024 - preprints.org
Presence detection is essential in many applications, including smart homes, office
automation, and public space management. Traditional technologies like infrared sensors …

Developing customized CSI data collection hardware for human presence sensing in indoor and outdoor environments.

H Riet - 2024 - essay.utwente.nl
In this bachelor thesis, the possibilities and challenges of CSI sensing will be explored. The
question which hardware is required for effective and energy-efficient CSI analysis will be …