L. Mathias

Deep Unfolding-Based SCA for ISAC Non-Convex Precoding Design: Learning Adaptive Schedules

Real-time Integrated Sensing and Communication (ISAC) precoding requires solving a non-convex sensing–communication design under strict latency constraints. We propose Deep Unfolded SCA (DU-SCA), a fixed-depth unfolding of nested proximal Successive Convex Approximation (SCA) that replaces online Armijo searches and st...