RAIN4C: A Multi-Layer Framework Integrating Satellite and Aerial Networks for Reliable Communications in Emergency Scenarios

Reliable communication infrastructures are critical in emergency management scenarios, as traditional terrestrial networks often suffer severe degradation or failure. To overcome these limitations, integrated multi-layer networks combining satellite systems, Unmanned Aerial Vehicle (UAV) swarms, and terrestrial assets offer promising solutions. In this context, we propose RAIN4C (Reliable Aerial and Satellite Networks for joint Communication, Computation, and Caching for Critical scenarios), a comprehensive framework specifically designed to fulfill communication, computational, and data management requirements in emergency situations. The RAIN4C architecture leverages adaptive drone swarm coordination, intelligent multi-layer caching, and hybrid orchestration strategies, effectively addressing the limitations of isolated network segments. Through a representative use case on enhanced Mobile Broadband (eMBB) offloading, our evaluations validate the proposed RAIN4C framework and demonstrate significant improvements in terms of network reliability, latency reduction, and resource efficiency compared to traditional approaches.

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Publication Details

Journal
IEEE Communications Standards Magazine
Published
2025-11-20
DOI
https://doi.org/10.1109/mcomstd.2025.3631271
Primary Topic
UAV Applications and Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

RAIN4C: A Multi-Layer Framework Integrating Satellite and Aerial Networks for Reliable Communications in Emergency Scenarios

Alexandre Heideker, Giovanni Interdonato, Angelo Trotta, Sara Pizzi
IEEE Communications Standards Magazine
UAV Applications and Optimization
article

RAIN4C: A Multi-Layer Framework Integrating Satellite and Aerial Networks for Reliable Communications in Emergency Scenarios

Alexandre Heideker, Giovanni Interdonato, Angelo Trotta, Sara Pizzi
article en

Abstract

Reliable communication infrastructures are critical in emergency management scenarios, as traditional terrestrial networks often suffer severe degradation or failure. To overcome these limitations, integrated multi-layer networks combining satellite systems, Unmanned Aerial Vehicle (UAV) swarms, and terrestrial assets offer promising solutions. In this context, we propose RAIN4C (Reliable Aerial and Satellite Networks for joint Communication, Computation, and Caching for Critical scenarios), a comprehensive framework specifically designed to fulfill communication, computational, and data management requirements in emergency situations. The RAIN4C architecture leverages adaptive drone swarm coordination, intelligent multi-layer caching, and hybrid orchestration strategies, effectively addressing the limitations of isolated network segments. Through a representative use case on enhanced Mobile Broadband (eMBB) offloading, our evaluations validate the proposed RAIN4C framework and demonstrate significant improvements in terms of network reliability, latency reduction, and resource efficiency compared to traditional approaches.

IEEE Communications Standards Magazine
Università degli studi di Cassino e del Lazio Meridionale (IT), University of Reggio Calabria (IT), University of Bologna (IT)
Openalex Percentile: Top 54%
UAV Applications and Optimization
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RAIN4C: A Multi-Layer Framework Integrating Satellite and Aerial Networks for Reliable Communications in Emergency Scenarios — Alexandre Heideker, Giovanni Interdonato, et al. · IEEE Communications Standards Magazine (2025) | TGRS Research Map | TGRS