HyDNN: A hybrid deep learning framework based multiuser uplink channel estimation and signal detection for NOMA-OFDM system

MH Rahman, MAS Sejan, MA Aziz, YH You… - IEEE …, 2023 - ieeexplore.ieee.org
Deep learning (DL) techniques can significantly improve successive interference
cancellation (SIC) performance for the non-orthogonal multiple access (NOMA) system. The …

Access-based Lightweight Physical Layer Authentication for the Internet of Things Devices

S Khan, C Thapa, S Durrani… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Physical-layer authentication is a popular alternative to the conventional key-based
authentication for Internet of Things (IoT) devices due to their limited computational capacity …

Beyond key-based authentication: A novel continuous authentication paradigm for IoTs

S Khan, C Thapa, S Durrani… - 2023 IEEE Globecom …, 2023 - ieeexplore.ieee.org
We propose a secure and lightweight continuous authentication scheme for IoT devices as
an alternative to key-based authentication based on physical channels. Existing physical …

Deep Bidirectional Learning Based Enhanced Outage Probability for Aerial Reconfigurable Intelligent Surface Assisted Communication Systems

MH Rahman, MAS Sejan, MA Aziz, R Tabassum… - Mathematics, 2024 - mdpi.com
The reconfiguration of wireless channels with reconfigurable reflecting surface (RIS)
technology offers new design options for future wireless networks. Due to its high altitude …

On Achieving High-Fidelity Grant-Free Non-Orthogonal Multiple Access

H Mei, L Peng, PH Ho - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
Grant-free access (GFA) has been envisioned to play an active role in massive Machine
Type Communication (mMTC) under 5G and Beyond mobile systems, which targets at …

Machine Learning-Based Hybrid Modeling of Online Public Opinion Trajectory During Emergencies: A Data-Driven Approach

P YU - Machine Learning-Based Hybrid Modeling of Online … - papers.ssrn.com
The evolutionary trend of online public opinion during emergencies is characterized by
nonlinearity, lack of structure, and complexity. To accurately forecast the trajectory of online …

On Achieving High-Fidelity Grant-Free Non-Orthogonal Multiple Acces

L Peng, H Mei, PH Ho - Available at SSRN 4741167 - papers.ssrn.com
Grant-free access (GFA) has been envisioned to play an active role in massive Machine
Type Communication (mMTC) under 5G and Beyond mobile systems, which targets at …