no code implementations • 12 Jun 2023 • Zhengdong Hu, Yuanbo Li, Chong Han
Terahertz (THz) communications are envisioned as a promising technology for 6G and beyond wireless systems, providing ultra-broad continuous bandwidth and thus Terabit-per-second (Tbps) data rates.
no code implementations • 3 Jan 2023 • Zhengdong Hu, Yuanbo Li, Chong Han
In this paper, a transfer generative adversarial network (T-GAN) based modeling method is proposed in the THz band, which exploits the advantage of GAN in modeling the complex distribution, and the benefit of transfer learning in transferring the knowledge from a source task to improve generalization about the target task with limited training data.
no code implementations • 9 Mar 2022 • Zhengdong Hu, Yuhang Chen, Chong Han
Millimeter-wave (mmWave) and Terahertz (THz)-band communications exploit the abundant bandwidth to fulfill the increasing data rate demands of 6G wireless communications.
no code implementations • ICLR 2022 • Zhengdong Hu, Yifan Sun, Yi Yang
We hold a hypothesis, i. e., if a deep model is capable to fast generalize itself to different domains (using very few samples) during training, it will maintain such domain generalization capacity for testing.