13 citations · 25 across the 7 of their papers we have counts for
9 papers
Mission-critical spectrum sharing with decentralized Multi-Agent Reinforcement Learning
Dimitrios Pylorof, Imtiaz Nasim, Humberto E. Garcia +3
Motivated by emerging mission-critical applications and an increasingly congested spectrum, we develop a decentralized multi-agent reinforcement learning (MARL) model for dynamic s…
Understanding Conflict and Compatibility Conditions for Agents in AI-RAN
Arshia Zolghadr, Joao F. Santos, Imtiaz Nasim +3
Disaggregated mobile networks expose open interfaces for independent agents to control the Radio Access Network (RAN). The interactions between agents with contrasting objectives c…
Geometric Machine Learning for Channel Covariance Estimation in Vehicular Networks
Imtiaz Nasim, Ahmed S. Ibrahim
Learning the covariance matrices of spatially-correlated wireless channels, in millimeter-wave (mmWave) vehicular communication, can be utilized in designing environmen-taware beam…
Human Electromagnetic Field Exposure in 5G at 28 GHz
Seungmo Kim, Imtiaz Nasim
The fifth-generation wireless (5G) has already started showing its capability to achieve extremely fast data transfer, which makes itself considered to be a promising mobile techno…
Human EMF Exposure in Wearable Networks for Internet of Battlefield Things
Imtiaz Nasim, Seungmo Kim
Numerous antenna design approaches for wearable applications have been investigated in the literature. As on-body wearable communications become more ingrained in our daily activit…
Human Electromagnetic Field Exposure in Wearable Communications: A Review
Seungmo Kim, Yakub Sharif, Imtiaz Nasim
The concern on human health is often overseen while wearable technologies attract exploding interests. Mainly due to the extreme proximity or a direct physical contact to the human…
Mitigation of Human RF Exposure in 5G Downlink
Imtiaz Nasim, Seungmo Kim
While research on communications at frequencies above 6 gigahertz (GHz) has been primarily confined to performance improvement, their potentially harmful impacts on human health ar…
Mitigation of Human Exposure to RF Fields in Downlink of Millimeter-Wave Cellular Systems
Imtiaz Nasim, Seungmo Kim
Out of the very few studies that paid proper attention to the harmful health impacts in millimeter-wave (mmW) communications, most of them are concerned about uplink cases due to c…
Human Exposure to RF Fields in 5G Downlink
Imtiaz Nasim, Seungmo Kim
While cellular communications in millimeter wave (mmW) bands have been attracting significant research interest, their potential harmful impacts on human health are not as signific…