Results 61 to 70 of about 2,048 (174)

Dynamic Resource Allocation for 5G and Beyond Networks Slicing Based on Meta‐Federated Deep Reinforcement Learning

The Journal of Engineering, Volume 2026, Issue 1, January/December 2026.
This study introduces a meta‐federated deep reinforcement learning (Meta‐FedDRL) framework to address dynamic resource allocation (DRA) challenges in ultra‐dense and heterogeneous 5G and beyond network slicing. The proposed approach enables distributed learning while preserving data confidentiality and enhancing generalization.
Faustin Samafou, Ado Adamou Abba Ari, Assidé Christian Djedouboum, Arouna Ndam Njoya, Abdelhak Mourad Gueroui   +4 more
wiley   +1 more source

Adaptive User Pairing With Non-Orthogonal Medium Access Choices for Balanced Coexistence of Mission-Critical and eMBB Services in Cellular IoT

IEEE Open Journal of the Communications Society
This paper investigates adaptive user pairing (UP) under different non-orthogonal medium access choices in 5G-and-beyond cellular IoT networks to balance the uplink performance of mission-critical (MC) and enhanced mobile broadband (eMBB) services.
Farnaz Khodakhah, Aamir Mahmood, Patrik Osterberg, Mikael Gidlund   +3 more
doaj   +1 more source

Evaluation of Xpert MTB/XDR and Deeplex Myc‐TB for the Rapid Detection of Drug Resistance in Mycobacterium tuberculosis

International Journal of Microbiology, Volume 2026, Issue 1, 2026.
Objectives Rapid identification of drug‐resistant tuberculosis remains critical for the initiation of appropriate treatment regimens, improved success rates and reduction in the development of drug resistance. In this study, we compared the diagnostic performance of two novel diagnostic tests, Xpert MTB/XDR and Deeplex Myc‐TB (both CE marked).
Mirae Park, Priya Solanki, Timothy Daniel McHugh, Onn Min Kon, Giovanni Satta, Esha Saini   +5 more
wiley   +1 more source

Next‐Generation SIMO SC‐FDMA–DMWT Systems With Adaptive EGC: Performance Enhancement in Correlated LTE‐Advanced Channels

Journal of Control Science and Engineering, Volume 2026, Issue 1, 2026.
Given the explosive increase in mobile data traffic, the wireless communication system of today and beyond has to be able to offer both high spectral efficiency and energy efficiency (EE) under challenging propagation environments such as deep indoor, high‐speed mobility, or tunneling. This work presents an improved structure of doing SIMO SC‐FDMA–DMWT
Mohammed Aboud Kadhim, Zahraa Ibrahim Sabere, Ahmed A. Thabit, Deepali   +3 more
wiley   +1 more source

Opportunistic Resource Allocation for URLLC and eMBB in 5G Networks with Time Varying Channels: a Genetic Algorithm Approach

Diyala Journal of Engineering Sciences
The fifth-generation (5G) New Radio (NR) introduces stringent delay and reliability requirements to support diverse services, including enhanced mobile broadband (eMBB) and ultra-reliable low-latency communication (URLLC).
Zahraa Mehssen Agheeb Al Hamdawee1, Sayyed Majid Mazinani, Seyyed Mohammad Mahdi Hosseini Daneshvar   +2 more
doaj   +1 more source

Joint Link Adaptation and Scheduling for 5G Ultra-Reliable Low-Latency Communications

IEEE Access, 2018
This paper presents solutions for efficient multiplexing of ultra-reliable low-latency communications (URLLC) and enhanced mobile broadband (eMBB) traffic on a shared channel.
Guillermo Pocovi, Klaus I. Pedersen, Preben Mogensen   +2 more
doaj   +1 more source

Network‐Controlled Repeaters and Deep Q‐Learning for Energy‐Efficient 6G Routing: A Lifelike Simulation Framework Using GNS3

Journal of Engineering, Volume 2026, Issue 1, 2026.
In the forthcoming 6G era, network infrastructure must achieve unprecedented energy efficiency, adaptability, and ultralow latency. This paper proposes a novel Deep Q‐Network (DQN)‐based routing framework that leverages network‐controlled repeaters (NCRs) to optimize routing paths dynamically.
Ayesha Siddika Mourin, Zuhaib Nishter, Emil Dumic   +2 more
wiley   +1 more source

A Review of the Internet of Things (IoT) Landscape: Technologies, Applications, and Open Challenges

Journal of Electrical and Computer Engineering, Volume 2026, Issue 1, 2026.
The Internet of Things (IoT) has emerged as a large‐scale ecosystem that integrates sensing, communication, and computation across diverse application domains. Its deployment spans smart homes, wearable devices, industrial automation, and smart cities, where heterogeneous devices are required to operate under strict performance, reliability, and ...
Sidna Jeddou, Luis Diez, Amine Baina, Najid Abdellah, Ramón Agüero, Deepali   +5 more
wiley   +1 more source

⁠Performance Enhancement of Cell Edge Users in NOMA Based Systems Using Fractional Frequency Reuse

Journal of Sensors, Volume 2026, Issue 1, 2026.
Nonorthogonal multiple access (NOMA) causes significant performance loss for cell‐edge users due to strong intercell interference and fairness constraints under dense deployments. Although fractional frequency reuse (FFR) to improve dependability, especially for cell‐edge users, is widely researched, joint optimization with SINR‐based zoning and NOMA ...
Jesvin Veancy, Haiter Lenin Allasi, P. Sasikumar, Mary Vasanthi Soosaimariyan, Deepali   +4 more
wiley   +1 more source

Combating Drug‐Resistant Tuberculosis: Advancements in Diagnostics and Therapeutics

Pulmonary Medicine, Volume 2026, Issue 1, 2026.
The increasing prevalence of multidrug‐resistant (MDR) and extensively drug‐resistant (XDR)Mycobacterium tuberculosis has emerged as a major global health concern. Advanced molecular diagnostics, including rapid assays, have improved resistance detection; however, resource‐limited settings remain underserved. Nanotechnology‐based drug delivery systems,
Silvi Gautam, Jahanvi Saini, Shabaaz Begum Jameel Pasha, Divakar Sharma, Divya Venugopal, Semonti Nandi   +5 more
wiley   +1 more source