Presentation Information
[B-5A-26]High-Mobility Experimental Evaluation of AI-Based Pilotless Transmission in a Tunnel Environment
◎Hiroto Yamamoto1, Yuta Hayashi2, Takashi Izumi1, Takafumi Fujita1, Satoshi Suyama2, Huiling Jiang2, Dani Korpi3, Jaime J.L. Quispe3, Kyungpil Lee4, Dongwook Kim4 (1. NTT, Inc., 2. NTT DOCOMO, INC., 3. Nokia Bell Labs, 4. SK Telecom Co., Ltd.)
Keywords:
6G mobile communication,artificial intelligence,deep learning,over-the-air,pilotless transmission
High-mobility tunnel experiments confirmed that the
proposed AI-based pilotless scheme maintains stable
throughput with low BLER in a confined and reflective
environment. The results also show that the offline-trained
NN receiver can operate with fixed parameters in tunnel
channels without online tuning.
proposed AI-based pilotless scheme maintains stable
throughput with low BLER in a confined and reflective
environment. The results also show that the offline-trained
NN receiver can operate with fixed parameters in tunnel
channels without online tuning.