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cs.NI2025
MMGaP: Multi-User MIMO Detection and Precoding using GPU-assisted Physics-inspired Computation
Abhishek Kumar Singh, Kyle Jamieson
Physics-inspired and quantum compute based methods for processing in the physical layer of next-generation cellular radio access networks have demonstrated theoretical advances in…
cs.NI2022★ 1 cited
TreeStep: Tree Search for Vector Perturbation Precoding under per-Antenna Power Constraint
Abhishek Kumar Singh, Kyle Jamieson
Vector Perturbation Precoding (VPP) can speed up downlink data transmissions in Large and Massive Multi-User MIMO systems but is known to be NP-hard. While there are several algori…