Physical layer authentication and security design in the machine learning era

TM Hoang, A Vahid, HD Tuan… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Security at the physical layer (PHY) is a salient research topic in wireless systems, and
machine learning (ML) is emerging as a powerful tool for providing new data-driven security …

Deep learning assisted mmwave beam prediction for heterogeneous networks: A dual-band fusion approach

K Ma, S Du, H Zou, W Tian, Z Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, motivated by the inter-base station (BS) channel dependence due to the
shared wireless environment, we propose to fuse sub-6 GHz channel information and …

Deep learning assisted beam prediction using out-of-band information

K Ma, P Zhao - 2020 IEEE 91st Vehicular Technology …, 2020 - ieeexplore.ieee.org
The low-frequency and mmWave links usually co-exist in the next generation wireless
terminals, where the low-frequency link is always on and the mmWave link becomes active …

Performance evaluation of measurement based GPS denied 3D drone localization and tracking

M Meles, A Rajasekaran, L Mela… - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
This paper presents experimental results of GPS free drone location using two antenna
arrays. The experimental platform contains two synchronized stationary 4-by-4 rectangular …

Big Data Analysis in Healthcare: A Comprehensive Overview: Exploring the Benefits of Big Data for Health Care Programs

SV Venna, SR Narra, TPS Tadisetti… - 2023 9th …, 2023 - ieeexplore.ieee.org
Big data has significantly impacted healthcare in recent years. The massive amounts of data
generated by healthcare systems, coupled with advances in computing power, have created …

PILA: Sub-meter localization using CSI from commodity Wi-Fi devices

Z Tian, Z Li, M Zhou, Y **, Z Wu - Sensors, 2016 - mdpi.com
The aim of this paper is to present a new indoor localization approach by employing the
Angle-of-arrival (AOA) and Received Signal Strength (RSS) measurements in Wi-Fi network …