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Explainable AI-Empowered Post-Disaster Network Outage Detection and Recovery in O-RAN-Enabled 6G Networks

Project description

Restoring connectivity when disaster strikes

When disasters hit, mobile networks often go down, cutting off lifelines to emergency services and loved ones. Supported by the Marie Skłodowska-Curie Actions programme, the X-AIDRON-6G project is developing a system to keep people connected during emergencies. By combining next-generation 6G technologies with AI, satellites, and drones, the project aims to detect outages in real time and restore communications quickly. The system uses explainable AI to pinpoint failures and then deploys UAVs as temporary mobile towers, while satellites ensure backhaul via high-speed terahertz links. Built on open radio-access architecture, this zero-touch solution could revolutionise how we respond to crises, offering resilient, autonomous connectivity in even the hardest-hit or most remote areas.

Objective

The X-AIDRON-6G project aims to develop an innovative, autonomous framework for outage detection and network recovery in disaster-affected areas using a combination of Non-Terrestrial Networks (NTNs), Open Radio Access Network (O-RAN) architecture, Terahertz (THz) communications, and advanced 6G technologies. The primary goal is to ensure resilient communication systems by leveraging NTNs, including satellites and unmanned aerial vehicles (UAVs), which will complement cellular networks in the event of network failure. X-AIDRON-6G’s approach involves the integration of NTNs with cellular networks through O-RAN architecture, allowing for seamless interoperability. This integration will enable rapid detection of network outages and dynamic recovery, ensuring connectivity in disaster scenarios. Additionally, the project will utilize explainable artificial intelligence (XAI) and machine learning (ML) algorithms to detect outages in an explainable and reliable manner. Data collected from O-RAN interfaces and packet core will be used to train these AI models, enabling rapid response to network disruptions. Upon detection of a network outage, X-AIDRON-6G will optimally deploy UAVs and utilize existing satellites to restore connectivity. These UAVs will act as temporary access points, while satellites provide high-speed and capacity midhaul/backhaul to the ground stations through THz links. The combination of AI-driven outage detection and THz-enabled NTNs will ensure fast, scalable, and cost-effective network recovery. Moreover, zero-touch network automation vision of X-AIDRON-6G will enable rapid recovery in dynamic network conditions. X-AIDRON-6G is highly relevant to the objectives of 6G, contributing to more resilient, autonomous, and sustainable networks. X-AIDRON-6G’s outcomes will serve as a critical foundation for achieving global connectivity, especially in disaster-prone or remote areas, advancing the vision of a truly resilient and ubiquitous 6G system.

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Keywords

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Programme(s)

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Topic(s)

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Funding Scheme

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HORIZON-TMA-MSCA-PF-EF - HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships

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Call for proposal

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(opens in new window) HORIZON-MSCA-2024-PF-01

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Coordinator

SABANCI UNIVERSITESI
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 165 205,20
Address
ORTA MAHALLE UNIVERSITE CADDESI N 27 TUZLA
34956 ISTANBUL
Türkiye

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Region
İstanbul İstanbul İstanbul
Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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