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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ahmed M. Eltawil

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Sep 2026

Fusing Digital Twin and Real Fingerprints for Cell-Free mmWave Localization

Ray-tracing digital twins (DTs) offer a scalable way to augment fingerprint databases for cell-free millimeter-wave (mmWave) positioning, yet the mismatch between simulated and physical propagation hinders naïve substitution. We propose DT-conditioning, a technique for cell-free mmWave fingerprint localization that tre...

Varun S. Advani, Ahmed Nasser, Mohamed Y. Selim et al. · 1 citation
Preprint Oct 2026

RF Chain Count to Mitigate Beam Split in Wideband Hybrid Arrays: From Far-Field to Near-Field

Deploying large antenna arrays transitions wireless communication into the radiative near-field (NF), where spherical wavefronts enable beamfocusing in the joint angle-distance domain. However, wideband beamforming with large antenna arrays suffers from beam split across both spatial dimensions. Although fully digital...

Ahmed Hussain, Asmaa R. Abdallah, A. Celik et al. · 0 citations
Preprint Aug 2026

Cram\'er-Rao Bound Analysis for Cell-Free ISAC Systems with Fluid Intelligent Metasurfaces

Fluid intelligent metasurface (FIM) is an emerging antenna architecture that continuously reshapes its physical geometry to optimize wireless performance. While existing studies on FIM-aided integrated sensing and communication (ISAC) rely on co-located single-base-station (BS) deployments, they fundamentally underutil...

Chang-Liu He, Asmaa R. Abdallah, Ahmed M. Eltawil · 0 citations
Conference Jul 2026

Practical Modeling for Split DNN Inference on Near-Edge Accelerators

Splitting complex model inference between multiple computing devices can overcome latency and energy constraints at the edge. Newer edge accelerator devices with higher computing capacity and energy efficiency, enable more fine-grained offload throughout layers of the network, leading to the potential for multiple spli...

Hao Liu, M. Fouda, Ahmed M. Eltawil et al. · 0 citations
2026

Aerial RIS-Aided Uplink NOMA: A DRL-Aided Resource Allocation Framework

Integrating uncrewed aerial vehicle (UAV)-mounted aerial reconfigurable intelligent surfaces (RISs) holds significant promise for enhancing the performance of ground-based networks. This paper proposes a novel three-dimensional (3D) deployment and partitioning framework for aerial RIS-assisted uplink grant-free non-ort...

Tomiris Altay, Mohd Hamza Naim Shaikh, A. Celik et al. · 0 citations

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