8 papers
Handover-Optimal User Association Policy for LEO Satellite-based 5G NTN
Pradnya Taksande, Jainesh Mehta, Prasanna Chaporkar
The integration of Non Terrestrial Networks into 5G and beyond cellular systems has introduced a significant paradigm shift, enabling ubiquitous connectivity and extending services…
A Survey of UAV Communication Networks: Roles, Power Sources, and Security
Riddhi Apte, Shubhada Gadgil, Gaurav Kasbekar +2
Driven by the demands of 5G/Beyond 5G and 6G networks, Unmanned Aerial Vehicles (UAVs) have surfaced in critical roles for aerial communications. In the present survey, we explore…
Post-Decision State-Based Online Learning for Delay-Energy-Aware Flow Allocation in Wireless Systems
Mahesh Ganesh Bhat, Shana Moothedath, Prasanna Chaporkar
We develop a structure-aware reinforcement learning (RL) approach for delay- and energy-aware flow allocation in 5G User Plane Functions (UPFs). We consider a dynamic system with $…
ITU-T Y.2325: NGN Evolution Towards Future
Rashmi Kamran, Shwetha Kiran, Pranav Jha +3
International Telecommunications Union (ITU) defined Next Generation Network (NGN) underlies most wireline and wireless packet-based telecommunications networks. A key design princ…
AI/ML in 3GPP 5G Advanced -- Services and Architecture
Pradnya Taksande, Shwetha Kiran, Pranav Jha +1
The 3rd Generation Partnership Project (3GPP), the standards body for mobile networks, is in the final phase of Release 19 standardization and is beginning Release 20. Artificial I…
Energy-Aware 6G Network Design: A Survey
Rashmi Kamran, Mahesh Ganesh Bhat, Pranav Jha +3
6th Generation (6G) mobile networks are envisioned to support several new capabilities and data-centric applications for unprecedented number of users, potentially raising signific…