Big AI Models for 6G Wireless Networks: Opportunities, Challenges, and Research Directions

Recently, big artificial intelligence models (BAIMs) represented by chatGPT have brought an incredible revolution. With the pre-trained BAIMs in certain fields, numerous downstream tasks can be accomplished with only few-shot, or even zero-shot, learning, and exhibit state-of-the-art performances. As widely envisioned, the big AI models can rapidly penetrate into major intelligent services and applications, and are able to run at low unit cost with high flexibility. In 6G wireless networks, to fully enable intelligent communication, sensing, and computing, apart from providing other intelligent wireless services and applications, it is of vital importance to design and deploy certain wireless BAIMs (wBAIMs).…

• NN
  National Natural Science Foundation of China

  Award: 62394292,U20A20158
• MO
  Ministry of Industry and Information Technology of the People's Republic of China

  Award: TC220H07E
• FR
  Fundamental Research Funds for the Central Universities