Results 81 to 90 of about 4,212 (181)
Task-Oriented Edge Networks: Decentralized Learning Over Wireless Fronthaul
This paper studies task-oriented edge networks where multiple edge internet-of-things nodes execute machine learning tasks with the help of powerful deep neural networks (DNNs) at a network cloud. Separate edge nodes (ENs) result in a partially observable system where they can only get partitioned features of the global network states.
Hoon Lee, Seung-Wook Kim
openaire +2 more sources
The paper proposes a containerised edge computing model for power optimisation in 6G‐inspired massive Internet‐of‐Things applications. The problem is formulated as a central processing unit energy consumption cost function based on quasi‐finite system observations. Results show that the model performs better compared to a competitive baseline algorithm.
Babatunde S. Awoyemi +1 more
wiley +1 more source
Genetic Algorithm Assisted Hybrid Beamforming for Wireless Fronthaul
This paper proposes a genetic algorithm assisted hybrid signal to leakage plus noise ratio (SLNR) beamforming design for wireless fronthaul scenario. The digital precoder of the proposed hybrid SLNR beamforming is expressed in closed-form. Highly limited phase resolution (one-bit resolution) is assumed at the phase shifters at the analog precoder.
openaire +2 more sources
Internet access remains unavailable for approximately 2 billion people in remote areas, limiting their access to essential services such as healthcare and education. This paper presents a UAV‐based wireless network architecture combined with a microservice model to ensure the dynamic deployment of IoT applications in rural environments.
Andrés García-López +6 more
wiley +1 more source
This paper proposes a novel phase‐tunable mixer based on a cascaded dual‐drive Mach–Zehnder modulator (DDMZM), designed to address the critical need for simultaneous frequency mixing and precise phase control in phased array antennas. Unlike conventional mixers, the proposed structure uniquely combines frequency mixing and phase tuning, enabling ...
Ebrahim Darabi +2 more
wiley +1 more source
Delay aware resource allocation in ORAN through network optimization
This Figure shows the basic design of open radio access network architecture, in which the virtual machines collaborate within the physical servers. Abstract A multi variable resource allocation problem is investigated in network environments, specifically focusing on the consideration of quality of service in open radio access network.
Basit N. Khalaf +3 more
wiley +1 more source
Efficiently Secure Broadcasting in 5G Wireless Fog-Based-Fronthaul Networks
12 pages, 8 ...
Sulieman, Nabeel I., Gitlin, Richard D.
openaire +2 more sources
Massive data traffic over capacity-limited fronthaul link of a cloud radio access network (CRAN) poses a severe challenge in modern wireless systems. We propose a novel CRAN architecture to address this challenge that leverages a large array of antennas ...
Iqra Farhat, Umar Rashid
doaj +1 more source
This work reports the concept and implementation of a dual-band wireless fronthaul (FH), using a frequency selective surface (FSS)-based focal-point/Cassegrain antenna, assisted by an optical midhaul (MH).
Hugo Rodrigues Dias Filgueiras +4 more
doaj +1 more source
Convergent optical fronthaul link for wireless access over different spectral bands
[EN] We demonstrate a convergent optical fronthaul link for enabling heterogeneous wireless access technologies in 6G future networks deployment based on a directly modulated laser and an external Mach¿Zehnder modulator biased at null point for optical frequency multiplying.
M. Botella-Campos +3 more
openaire +2 more sources

