Abstract: In this paper, we propose the distributed penalty Nesterov gradient (DPNG) detection algorithm for uplink extremely large-scale multiple-input multiple-output (XL-MIMO) systems, to address ...
Mathematical derivation from first principles Convergence theory and Wolfe line search analysis Two-loop recursion implementation Production-style Python solver Large-scale numerical experiments ...