Search Results for author: Syed Tariq Shah

Found 6 papers, 0 papers with code

Survey on Beyond Diagonal RIS Enabled 6G Wireless Networks: Fundamentals, Recent Advances, and Challenges

no code implementations11 Mar 2025 Wali Ullah Khan, Manzoor Ahmed, Chandan Kumar Sheemar, Marco Di Renzo, Eva Lagunas, Asad Mahmood, Syed Tariq Shah, Octavia A. Dobre, Jorge Querol, Symeon Chatzinotas

Beyond Diagonal Reconfigurable Intelligent Surfaces (BD-RIS) represent a groundbreaking innovation in sixth-generation (6G) wireless networks, enabling unprecedented control over wireless propagation environments compared to conventional diagonal RIS (D-RIS).

Survey

Harnessing DRL for URLLC in Open RAN: A Trade-off Exploration

no code implementations24 Jul 2024 Rana Muhammad Sohaib, Syed Tariq Shah, Oluwakayode Onireti, Muhammad Ali Imran

The advent of Ultra-Reliable Low Latency Communication (URLLC) alongside the emergence of Open RAN (ORAN) architectures presents unprecedented challenges and opportunities in Radio Resource Management (RRM) for next-generation communication systems.

Deep Reinforcement Learning Management +1

Green Resource Allocation in Cloud-Native O-RAN Enabled Small Cell Networks

no code implementations16 Jul 2024 Rana M. Sohaib, Syed Tariq Shah, Oluwakayode Onireti, Yusuf Sambo, M. A. Imran

In the rapidly evolving landscape of 5G and beyond, cloud-native Open Radio Access Networks (O-RAN) present a paradigm shift towards intelligent, flexible, and sustainable network operations.

Deep Reinforcement Learning Transfer Learning

DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN

no code implementations16 Jul 2024 Rana M. Sohaib, Syed Tariq Shah, Oluwakayode Onireti, Yusuf Sambo, Qammer H. Abbasi, M. A. Imran

This work addresses resource allocation challenges in multi-cell wireless systems catering to enhanced Mobile Broadband (eMBB) and Ultra-Reliable Low Latency Communications (URLLC) users.

Decision Making Deep Reinforcement Learning +2

Proportional Fair Scheduling Using Water-Filling Technique for SC-FDMA Based D2D Communication

no code implementations13 May 2023 Syed Tariq Shah, Jaheon Gu, Syed Faraz Hasan, Min Young Chung

In the subchannel allocation phase for CUEs (or D2D pairs), the users' data rates are maximized via optimal power allocation to frequency-contiguous subchannels.

Scheduling

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