cGAN-enhanced digital twins synthesize rare mmWave channels to drive worst-case ZF beamforming, yielding 5–8 dB SINR gains and 60–70% lower packet loss in Sionna simulations of ultra-dense indoor networks.
A survey of beam management for mmWave and THz communications towards 6G,
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GenAI-Enhanced Digital Twins for Predictive Interference Management in Ultra-Dense Networks
cGAN-enhanced digital twins synthesize rare mmWave channels to drive worst-case ZF beamforming, yielding 5–8 dB SINR gains and 60–70% lower packet loss in Sionna simulations of ultra-dense indoor networks.