192 citations · 760 across the 38 of their papers we have counts for
6 papers · 1 filter
Joint User Association and Transmission Scheduling in Integrated mmWave Access and Terahertz Backhaul Networks
Lei Wang, Bo Ai, Yong Niu +4
Terahertz wireless backhaul is expected to meet the high-speed backhaul requirements of future ultra-dense networks using millimeter-wave (mmWave) base stations (BSs). In order to…
Joint Design of Access and Backhaul in Densely Deployed MmWave Small Cells
Ziqi Guo, Yong Niu, Shiwen Mao +4
With the rapid growth of mobile data traffic, the shortage of radio spectrum resource has become increasingly prominent. Millimeter wave (mmWave) small cells can be densely deploye…
Exploiting Radio Fingerprints for Simultaneous Localization and Mapping
Ran Liu, Billy Pik Lik Lau, Khairuldanial Ismail +6
Simultaneous localization and mapping (SLAM) is paramount for unmanned systems to achieve self-localization and navigation. It is challenging to perform SLAM in large environments,…
Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks
Xuefei Li, Mingzhe Chen, Yuchen Liu +3
In this paper, the problem of joint communication and sensing is studied in the context of terahertz (THz) vehicular networks. In the studied model, a set of service provider vehic…
Truthful Incentive Mechanism for Federated Learning with Crowdsourced Data Labeling
Yuxi Zhao, Xiaowen Gong, Shiwen Mao
Federated learning (FL) has emerged as a promising paradigm that trains machine learning (ML) models on clients' devices in a distributed manner without the need of transmitting cl…
Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction
Jianhang Zhu, Rongpeng Li, Xianfu Chen +3
The surging demand for high-definition video streaming services and large neural network models (e.g., Generative Pre-trained Transformer, GPT) implies a tremendous explosion of In…