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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

Irfan Muhammad

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Preprint Aug 2026

Exploiting Movable-Element STARS for Rate Splitting Multiple Access

This paper investigates a movable-element simultaneously transmitting and reflecting reconfigurable intelligent surface (ME-STARS) assisted rate-splitting multiple access (RSMA) system under imperfect channel state information (CSI). Unlike conventional STARS with fixed element positions, the elements of ME-STARS can b...

Muhammad Asif, Asim Ihsan, Irfan Muhammad et al. · 1 citation
Preprint Sep 2026

Leveraging Movable-Element STARS for RSMA-SWIPT Under Practical System Imperfections

We study a robust multiuser framework for simultaneous wireless information and power transfer (SWIPT), where rate-splitting multiple access (RSMA) is integrated with a movable-element simultaneously transmitting and reflecting surface (ME-STARS). By allowing the STARS elements to change their positions in addition to...

Muhammad Asif, Asim Ihsan, Irfan Muhammad et al. · 0 citations
Open access 2026

RIS-Assisted Industrial URLLC With Interference-Aware Max-Matching Diversity

The results show that MMD closely outperforms fixed and random allocation and closely follows the single-user proportional fair (PF) benchmark, while RRH cooperation, frequency diversity, dominant-interferer protection, additional transmit antennas, and larger RIS sizes improve reliability and effective goodput.

Binod Kharel, Irfan Muhammad, Hirley Alves · 0 citations

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