H. Aluvihare

Edge-Native Graph Transformer Networks for Real-Time RIS Beamforming on Low-Cost Hardware

Real-time Reconfigurable Intelligent Surface (RIS) beamforming requires low-latency inference that is difficult to satisfy using cloud-based or GPU-based infrastructures at the network edge. Existing studies lack simultaneous deployment and benchmarking of competing neural-network architectures as autonomous, closed-lo...