This review examines the integration of federated learning (FL) in the Internet of Medical Things (IoMT), enhanced by 5G/6G technologies, to improve healthcare systems with decentralized data processing, enhanced privacy, reduced latency, and efficient resource utilization, while addressing emerging challenges and future research directions.
Abdul Ahad +6 more
wiley +1 more source
Magnetic model MMTC-2.2 of ITER tokamak complex [PDF]
The stray poloidal magnetic field produced in ITER outside the tokamak is significantly higher than in any present machines. This magnetic field magnetizes the steel rebar reinforcing the building concrete structures enclosing the tokamak.
Lamzin, Evgeny A. +12 more
core +1 more source
Reduced triacylglycerols and lipid droplets are associated with resilience to Alzheimer's disease
Abstract INTRODUCTION Although it has become clear that alterations in lipid metabolism are associated with Alzheimer's disease (AD), it is unclear how they contribute to both cognitive decline and the pathophysiology of AD. METHODS Lipidomics and activity‐based protein profiling (ABPP) were performed in the frontal cortex of control, AD and resilient ...
Daan van der Vliet +12 more
wiley +1 more source
Hidden Markov Model Based Machine Learning for mMTC Device Cell Association in 5G Networks
Massive machine-type communication (mMTC) is expected to play a pivotal role in emerging 5G networks. Considering the dense deployment of small cells and the existence of heterogeneous cells, an MTC device can discover multiple cells for association ...
Indika A. M. Balapuwaduge +3 more
core +1 more source
Contribution of Women Vegetable Sellers to Family Income at Pasaraya Mmtc Medan
115 HalamanPenelitian ini bertujuan (1) Untuk mengetahui faktor umur, tingkat pendidikan dan jumlah tanggungan keluarga mempengaruhi pendapatan pedagang sayur terhadap pendapatan keluarga di Pasaraya MMTC dan (2) Untuk mengetahui kontribusi perempuan ...
Khofiyanti, Titi
core +1 more source
A Massive Grant‐Free Random Access Scheme Based on Spectrum Sensing and Preamble Delay
This paper introduces cognitive radio (CR) and preamble delay (PD) to reduce access collisions, together with non‐orthogonal multiple access (NOMA) to improve spectrum efficiency, and thus proposes an efficient CR‐NOMA‐PD‐based massive grant‐free random multiple access scheme.
Jing Zhang +5 more
wiley +1 more source
Multiple CUAV-Enabled mMTC and URLLC Services: Review of Energy Efficiency and Latency Performance
Cognitive unmanned aerial vehicles (CUAVs) play a vital role in next-generation wireless networks as they assist in massive machine-type communication (mMTC) and ultra-reliable low-latency communication (URLLC) services.
Saifur Sabuj (13787650)
core +1 more source
Communication‐Security Co‐Design for Federated Learning in Grant‐Free NOMA IoT Networks
This article presents SA‐PPO, a Security‐Aware Proximal Policy Optimisation framework for federated learning over grant‐free NOMA (non‐orthogonal multiple access) in IoT networks. By jointly optimising access control, resource allocation, and trust‐weighted aggregation using cross‐layer indicators, SA‐PPO enhances both communication reliability and ...
Emmanuel Atebawone +5 more
wiley +1 more source
Securing Machine‐Type Communications: A Survey on Privacy Threats and Countermeasures
Machine‐type communication (MTC) is a fundamental enabler of the Internet of Things (IoT) and emerging 5G/6G networks, supporting massive deployments of heterogeneous and resource‐constrained devices. However, large‐scale data collection, persistent connectivity, and limited device capabilities introduce critical privacy challenges that are not ...
Amirhosein Imani +2 more
wiley +1 more source
Reinforcement Learning based Congestion Control Policies for mMTC in 5G Networks
LAUREA MAGISTRALENegli ultimi anni, l'emergere delle comunicazioni massive di tipo macchina (mMTC) ha portato a un aumento significativo del numero di dispositivi connessi alle reti 5G.
Agrag, Ecem Nur
core

