9 citations · 11 across the 4 of their papers we have counts for
4 papers
Optimal Structure of Receive Beamforming for Over-the-Air Computation
Hongbin Zhu, Hua Qian
We investigate fast data aggregation via over-the-air computation (AirComp) over wireless networks. In this scenario, an access point (AP) with multiple antennas aims to recover th…
Optimal Receive Beamforming for Over-the-Air Computation
Wenzhi Fang, Yinan Zou, Hongbin Zhu +2
In this paper, we consider fast wireless data aggregation via over-the-air computation (AirComp) in Internet of Things (IoT) networks, where an access point (AP) with multiple ante…
Federated learning with class imbalance reduction
Miao Yang, Akitanoshou Wong, Hongbin Zhu +2
Federated learning (FL) is a promising technique that enables a large amount of edge computing devices to collaboratively train a global learning model. Due to privacy concerns, th…
Peer Offloading with Delayed Feedback in Fog Networks
Miao Yang, Hongbin Zhu, Hua Qian +3
Comparing to cloud computing, fog computing performs computation and services at the edge of networks, thus relieving the computation burden of the data center and reducing the tas…