engineering · arxiv/cs.LG · 8 min
ML predicts nonlinear distortion in massive MIMO arrays
Machine learning models forecast signal degradation from power amplifier nonlinearity in 5G/6G systems, enabling 12% throughput gains via adaptive power allocation.
Apr 20, 2026 Read →