1 citations · 2 across the 6 of their papers we have counts for
6 papers
ReVeal-MT: A Physics-Informed Neural Network for Multi-Transmitter Radio Environment Mapping
Mukaram Shahid, Kunal Das, Hadia Ushaq +7
Accurately mapping the radio environment (e.g., identifying wireless signal strength at specific frequency bands and geographic locations) is crucial for efficient spectrum sharing…
ReVeal: A Physics-Informed Neural Network for High-Fidelity Radio Environment Mapping
Mukaram Shahid, Kunal Das, Hadia Ushaq +7
Accurately mapping the radio environment (e.g., identifying wireless signal strength at specific frequency bands and geographic locations) is crucial for efficient spectrum sharing…
Design and Implementation of ARA Wireless Living Lab for Rural Broadband and Applications
Taimoor Ul Islam, Joshua Ofori Boateng, Md Nadim +31
Addressing the broadband gap between rural and urban regions requires rural-focused wireless research and innovation. In the meantime, rural regions provide rich, diverse use cases…
Wireless Spectrum in Rural Farmlands: Status, Challenges and Opportunities
Mukaram Shahid, Kunal Das, Taimoor Ul Islam +11
Due to factors such as low population density and expansive geographical distances, network deployment falls behind in rural regions, leading to a broadband divide. Wireless spectr…
Improving behavior based authentication against adversarial attack using XAI
Dong Qin, George Amariucai, Daji Qiao +1
In recent years, machine learning models, especially deep neural networks, have been widely used for classification tasks in the security domain. However, these models have been sh…
A Comprehensive and Reliable Feature Attribution Method: Double-sided Remove and Reconstruct (DoRaR)
Dong Qin, George Amariucai, Daji Qiao +2
The limited transparency of the inner decision-making mechanism in deep neural networks (DNN) and other machine learning (ML) models has hindered their application in several domai…