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KAUST Mathematical Model Tackles 5G Interference With Aircraft

The simulations showed that one tower inside the exclusion zone could reduce 5G efficiency by 20%, and up to 50% with three towers.

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kaust mathematical model tackles 5g interference with aircraft

As 5G networks expand worldwide, concerns over aviation safety have sharpened. At the center is the risk that 5G signals may interfere with aircraft radio altimeters — instruments critical for determining altitude during landings and in low-visibility conditions. A research team at King Abdullah University of Science and Technology (KAUST) has now come up with a mathematical model to prevent such conflicts, aiming to protect aviation systems while preserving strong network performance.

The study, published in IEEE Transactions on Wireless Communications, introduces the idea of an ideal exclusion zone. These zones define areas near airports where higher-frequency 5G signals should be restricted to reduce interference. The approach offers regulators a framework for balancing passenger safety with mobile connectivity demands.

Led by Professor Mohamed-Slim Alouini, the KAUST team is the first to use stochastic geometry — a mathematical tool for modelling random network layouts — to forecast how 5G transmissions might overlap with radio altimeter signals. “5G operates near the same bandwidth as aircraft radio altimeters, which may cause signal interference,” explained Alouini. “This highlights the need to establish exclusion zones to reduce interference levels”.

The research suggests that triangular-shaped exclusion zones provide the best compromise, offering effective shielding for altimeters while limiting the impact on mobile networks. Within these areas, regulators could allow only lower-frequency signals, keeping higher-frequency bands that are more prone to interference outside the zone.

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Simulation results underscored the stakes. A single 5G tower placed inside the exclusion zone was shown to reduce overall efficiency by 20%, while three towers could slash performance by as much as 50%.

The project, supported by Saudi Arabia’s Communications, Space & Technology Commission (CST), positions the Kingdom at the forefront of a global debate. As countries refine their 5G rollout strategies, KAUST’s framework could help regulators worldwide protect aviation safety without stalling digital infrastructure progress.

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Nano Banana 2 Arrives In MENA For Google Gemini Users

Google brings its latest image model to Gemini and Search, adding 4K output and tighter text control for regional users.

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nano banana 2 arrives in mena for google gemini users
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Google has opened access to Nano Banana 2 across the Middle East and North Africa, pushing its newest image model into everyday tools rather than keeping it inside the exclusive (and expensive) Pro tier.

The rollout spans the Google Gemini desktop and mobile apps, and extends to Google Search through Lens and AI Mode. Developers can also test it in preview via AI Studio and the Gemini API.

Nano Banana 2 runs on Gemini Flash, Google’s fast inference layer. The focus is speed, but also control. Users can export visuals from 512px up to 4K, adjusting aspect ratios for everything from vertical social posts to widescreen displays.

The model maintains character likeness across up to five figures and preserves fidelity for as many as 14 objects within a single workflow. This enables visual continuity across scenes, iterations, or edits — supporting projects like short films, storyboards, and multi-scene narratives. Text rendering has also been improved, delivering legible typography in mockups and greeting cards, with built-in translation and localization directly within images.

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Under the hood, the system taps Gemini’s broader knowledge base and pulls in real-time information and imagery from web search to render specific subjects more accurately. Lighting and fine detail have been upgraded, without slowing output.

By embedding the model inside Gemini and Search, Google is normalizing advanced image generation for a mass audience. In MENA, where startups and marketing teams are leaning heavily on AI to scale content across languages and borders, that shift lands at a practical moment.

The move also folds creative tooling deeper into search itself, so that image generation is no longer a separate workflow. It now sits right next to the query box.

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