RIS enhanced massive non-orthogonal multiple access networks: Deployment and passive beamforming design
A novel framework is proposed for the deployment and passive beamforming design of a
reconfigurable intelligent surface (RIS) with the aid of non-orthogonal multiple access …
reconfigurable intelligent surface (RIS) with the aid of non-orthogonal multiple access …
AIChronoLens: advancing explainability for time series AI forecasting in mobile networks
C Fiandrino, EP Gómez, PF Pérez… - … -IEEE Conference on …, 2024 - ieeexplore.ieee.org
Next-generation mobile networks will increasingly rely on the ability to forecast traffic
patterns for resource management. Usually, this translates into forecasting diverse …
patterns for resource management. Usually, this translates into forecasting diverse …
Dynamic network slicing for scalable fog computing systems with energy harvesting
This paper studies fog computing systems, in which cloud data centers can be
supplemented by a large number of fog nodes deployed in a wide geographical area. Each …
supplemented by a large number of fog nodes deployed in a wide geographical area. Each …
Characterizing and modeling mobile networks user traffic at millisecond level
The availability of datasets has been instrumental to drive advances in several disciplines
like computer vision, image processing, and natural language processing. However, in the …
like computer vision, image processing, and natural language processing. However, in the …
Hotspots analysis using cyber-physical-social system for a smart city
Internet of things plays a vital role in providing various services to users. Significant volumes
of data are generated from the communication between a large numbers of heterogeneous …
of data are generated from the communication between a large numbers of heterogeneous …
Spectragan: Spectrum based generation of city scale spatiotemporal mobile network traffic data
City-scale spatiotemporal mobile network traffic data can support numerous applications in
and beyond networking. However, operators are very reluctant to share their data, which is …
and beyond networking. However, operators are very reluctant to share their data, which is …
City Hotspot Identification Using Smart Cyber-Physical Social System
Recently, the concept of smart cities has become popular and got researchers' attention
because it helps to improve citizens' lives by providing valuable services, for instance, smart …
because it helps to improve citizens' lives by providing valuable services, for instance, smart …
4G/LTE channel quality reference signal trace data set
Mobile networks, especially LTE networks, are used more and more for high-bandwidth
services like multimedia or video streams. The quality of the data connection plays a major …
services like multimedia or video streams. The quality of the data connection plays a major …
CartaGenie: Context-driven synthesis of city-scale mobile network traffic snapshots
Mobile network traffic data offers unprecedented opportunities for innovative studies within
and beyond networking. However, progress is hindered by the very limited access that the …
and beyond networking. However, progress is hindered by the very limited access that the …
The Power of Data: How Traffic Demand and Data Analytics Are Driving Network Evolution toward 6G Systems
The evolution of communication systems always follows data traffic evolution and further
influences innovations that are unlocking new markets and services. While 5G deployment …
influences innovations that are unlocking new markets and services. While 5G deployment …