On-Device Machine Learning Model Adaptation for 6G Communications: From Standardization to Over-the-Air Prototyping Experiments Based on Beam Prediction.

Thu, 01 Jan 2026 00:00:00 +0100

Qiaoyu Li , Manish Rana, Mariko Tatsumi, Armand Ahadi-Sarkani, Amanjit Dhillon, Arumugam Kannan , Parag Kanade , Serag Gadelrab, Tao Luo :
On-Device Machine Learning Model Adaptation for 6G Communications: From Standardization to Over-the-Air Prototyping Experiments Based on Beam Prediction. IEEE J. Sel. Areas Commun. 44: 3152-3167 (2026)