Minghe Zhu — accepted AI-conference papers

2023

Information and Sensing Beamforming Optimization for Multi-User Multi-Target MIMO ISAC Systems

Minghe Zhu, Lei Li, Shuqiang Xia, Tsung-Hui Chang

ICASSP 2023accepted

In this paper, we consider the joint beamforming design for simultaneous sensing and communication in a wireless multi-user system. Different from the existing works that mostly are for single target, we consider sensing the channel parameters of multiple targets while communicating with multiple us…

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2021

Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment

Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong

ICASSP 2021accepted

There has been a growing interest in developing data-driven, in particular deep neural network (DNN) based methods for modern communication tasks. For a few popular tasks such as power control, beamforming, and MIMO detection, these methods achieve state-of-the-art performance while requiring less c…

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