10 papers
A Semantic-Aware Multiple Access Scheme Leveraging Spatial Redundancy for Uplink-Dominant Network Services
Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb
The transition toward semantic-aware communication offers a paradigm shift for next-generation mobile networks, promising to decouple information significance from raw data transmi…
Exploiting Overlapping Fields of View for Redundancy-Aware Uplink Transmission in Vehicular 6G
Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb +1
Emerging uplink-dominant 6G use cases, such as cooperative vehicular streaming, require efficient transmission of high-volume visual data over limited wireless resources. While sem…
Energy Efficient Orchestration in Multiple-Access Vehicular Aerial-Terrestrial 6G Networks
Mohammad Farhoudi, Hamidreza Mazandarani, Masoud Shokrnezhad +2
The proliferation of users, devices, and novel vehicular applications - propelled by advancements in autonomous systems and connected technologies - is precipitating an unprecedent…
Adaptive Multiple Access and Service Placement for Generative Diffusion Models
Hamidreza Mazandarani, Mohammad Farhoudi, Masoud Shokrnezhad +1
Generative Diffusion Models (GDMs) have emerged as key components of Generative Artificial Intelligence (GenAI), offering unparalleled expressiveness and controllability for comple…
A Novel Multiple Access Scheme for Heterogeneous Wireless Communications using Symmetry-aware Continual Deep Reinforcement Learning
Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb
The Metaverse holds the potential to revolutionize digital interactions through the establishment of a highly dynamic and immersive virtual realm over wireless communications syste…
Semantic-Aware Dynamic and Distributed Power Allocation: a Multi-UAV Area Coverage Use Case
Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb
The advancement towards 6G technology leverages improvements in aerial-terrestrial networking, where one of the critical challenges is the efficient allocation of transmit power. A…