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Burak Kantarci

2 papers indexed

arxivcs.NIcs.AI2026-07-07

From Agentic to Autogenic Network Management for AI-Native 6G and Beyond: A Standards Perspective

Petar Djukic, Sudipta Acharya, Takai Eddine Kennouche, Burak Kantarci

Standards bodies, including TM Forum, 3GPP, and ETSI, are converging on Agentic AI as the foundation for next-generation network management, where Large AI Model (LAM)-based agents autonomously interpret intent, coordinate resources, and adapt operational behaviors at runtime. Ho…

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crossrefElectronics2024-05-02Cited by 12

Enhancing the Safety of Autonomous Vehicles in Adverse Weather by Deep Learning-Based Object Detection

Biwei Zhang, Murat Simsek, Michel Kulhandjian, Burak Kantarci

Recognizing and categorizing items in weather-adverse environments poses significant challenges for autonomous vehicles. To improve the robustness of object-detection systems, this paper introduces an innovative approach for detecting objects at different levels by leveraging sen…

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