Showing cs.NIShow all
3 papers · 1 filter
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.NI2024
Uplink MIMO Detection using Ising Machines: A Multi-Stage Ising Approach
Abhishek Kumar Singh, Ari Kapelyan, Davide Venturelli +1
Multiple-Input-Multiple-Output~(MIMO) signal detection is central to every state-of-the-art communication system, and enhancements in error performance and computation complexity o…
cs.NI2024
Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection
Abhishek Kumar Singh, Kyle Jamieson, Davide Venturelli +1
Optimal MIMO detection has been one of the most challenging and computationally inefficient tasks in wireless systems. We show that the new analog computing techniques like Coheren…