Author

Sam Darshi

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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