Author

Sam Darshi

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Open access Sep 2026

Secrecy outage and capacity analysis for UAV-assisted IRS-aided G2G system

The integration of intelligent reflecting surfaces (IRS) with unmanned aerial vehicle (UAV) is rapidly emerging as a groundbreaking approach to enhancing the performance of 5G and beyond (5G+) wireless networks. This paper considers UAV-assisted-IRS-aided ground-to-ground (G2G) communication (UA-IRS-G2G) for improv...

Nikita Goel, Pankaj Kumar, Sandesh Jain et al. · Scientific Reports · 0 citations

Jul 2026

Twin-Fidelity-Aware Resolution of Direct xApp Conflicts in Open RAN

Results show that online twin-fidelity monitoring enables robust digital-twin-assisted xApp conflict resolution while preserving utility-aware throughput-power optimization, and achieves the closest throughput-power trade-off to the optimum across operator energy priorities.

Akram A. Almohammedi, Mohammed Balfaqih, Sam Darshi et al. · arXiv.org · 0 citations