Next-gen resource optimization in NB-IoT networks: harnessing soft actor–critic reinforcement learning

S Anbazhagan, RK Mugelan - Computer Networks, 2024 - Elsevier
Abstract Resource allocation in Narrowband Internet of Things (NB-IoT) networks is a
complex challenge due to dynamic user demands, variable channel conditions, and …

Context aware clustering and meta-heuristic resource allocation for NB-IoT D2D devices in smart healthcare applications

N Sultana, F Huq, P Roy, MA Razzaque… - Future Generation …, 2025 - Elsevier
The utilization of Device-to-Device (D2D) communication among Narrowband Internet of
Things (NB-IoT) devices offers significant potential for advancing intelligent healthcare …

From Technical Prerequisites to Improved Care: Distributed Edge AI for Tomographic Imaging

B Akdemir, HF Shahid, M Brix, J Lääkkölä, J Islam… - IEEE …, 2025 - ieeexplore.ieee.org
Recent years have seen a surge in AI-driven medical image processing, leading to
significant improvements in diagnostic performance. However, medical imaging …

Design Strategy for Narrowband Internet of Things with Its Scope and Challenges of Security Solutions

R Reshma, N Mohanasundaram… - Smart Factories for …, 2025 - Wiley Online Library
Personal attitudes regarding technological devices, household instruments, etc., have
changed in recent years due to their increased dependability. As a result, there has been a …

Revolutionizing Healthcare Operations using Narrowband Internet of Things for Efficient Data Transfer and Device Integration

S Ghosh, P Kulkarni, CG Balaji - 2024 5th International …, 2024 - ieeexplore.ieee.org
A robust healthcare system supports the working population by promoting good health,
thereby reducing the long-term financial burden of disease treatment. As a low-power wide …

[PDF][PDF] Improved energy efficiency in D2D healthcare communication.

A Ben Abdennour, T BenHamed, MO Kabaou… - International Journal of …, 2023 - i-csrs.org
This paper addresses the minimization of energy consumption in device-to-device (D2D)
communications in the healthcare logistics domain. Given the vital importance of actions in …