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Siyu Lin

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Open access 2026

Multiple Access Design and Resource Allocation in Pinching-Antenna Systems

Multiple access (MA) design is investigated to facilitate pinching-antenna systems (PASS)-based multi-user communications. By exploiting the newly introduced waveguide domain and existing frequency domain, two MA schemes are explored, namely pure waveguide division multiple access (WDMA) and hybrid WDMA. For each MA sc...

Qiao Ren, Xi-Dong Mu, Siyu Lin et al. · 0 citations
#edge computing Sep 2026

Deep Reinforcement Learning-Based Task Scheduling With Queue Dynamics for Edge Computing Load Balance

As computing demands continue to grow, a single server is no longer sufficient to meet user requirements, leading to increasing interest in multiserver collaborative edge computing. However, load imbalance is a prevalent issue in multiserver edge computing systems, resulting in inefficient resource utilization and degr...

Jingzhe Wang, Si-yu Lin, Qingqing Pan et al. · 0 citations

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