3 papers
eess.SP2024
GNSS Interference Classification Using Federated Reservoir Computing
Ziqiang Ye, Yulan Gao, Xinyue Liu +3
The expanding use of Unmanned Aerial Vehicles (UAVs) in vital areas like traffic management, surveillance, and environmental monitoring highlights the need for robust communication…
eess.SP2024
CA-FedRC: Codebook Adaptation via Federated Reservoir Computing in 5G NR
Ziqiang Ye, Sikai Liao, Yulan Gao +4
With the burgeon deployment of the fifth-generation new radio (5G NR) networks, the codebook plays a crucial role in enabling the base station (BS) to acquire the channel state inf…
cs.NI2024
Cost-Efficient Computation Offloading in SAGIN: A Deep Reinforcement Learning and Perception-Aided Approach
Yulan Gao, Ziqiang Ye, Han Yu
The Space-Air-Ground Integrated Network (SAGIN), crucial to the advancement of sixth-generation (6G) technology, plays a key role in ensuring universal connectivity, particularly b…