Multi-task Learning-based Joint CSI Prediction and Predictive Transmitter Selection for Security

no code implementations • 1 May 2024 • Shashi Bhushan Kotwal, Chinmoy Kundu, Sudhakar Modem, Holger Claussen, Lester Ho

In mobile communication scenarios, the acquired channel state information (CSI) rapidly becomes outdated due to fast-changing channels.

Multi-Task Learning

Unitary Checkerboard Precoded OFDM for Low-PAPR Optical Wireless Communications

no code implementations • 6 Oct 2021 • Traian E. Abrudan, Stepan Kucera, Holger Claussen

Future 6G wireless networks will once again have to raise the capability in most of the technology domains by a factor of 10-100.

3D UAV Trajectory and Data Collection Optimisation via Deep Reinforcement Learning

no code implementations • 6 Jun 2021 • Khoi Khac Nguyen, Trung Q. Duong, Tan Do-Duy, Holger Claussen, and Lajos Hanzo

Unmanned aerial vehicles (UAVs) are now beginning to be deployed for enhancing the network performance and coverage in wireless communication.

reinforcement-learning Reinforcement Learning (RL)