activity
20092023
most citedLearning to Optimize: Training Deep Neural Networks for Wireless Resource Management

895 citations · 2.6k across the 43 of their papers we have counts for

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Showing cs.ITShow all

22 papers · 1 filter

cs.IT2023

Channel Estimation By Transmitting Pilots From Reconfigurable Intelligent Surface

Yanze Zhu, Yang Liu, Qingqing Wu +2

Reconfigurable intelligent surface (RIS) is a promising technology for future wireless communication systems. Channel estimation (CE) of RIS device is a critical but also challengi…

cs.IT2023

Joint Activity Detection and Channel Estimation in Massive Machine-Type Communications with Low-Resolution ADC

Ye Xue, An Liu, Yang Li +2

In massive machine-type communications, data transmission is usually considered sporadic, and thus inherently has a sparse structure. This paper focuses on the joint activity detec…

cs.IT2022

Low-Complexity Channel Estimation for Massive MIMO Systems with Decentralized Baseband Processing

Yanqing Xu, Bo Wang, Enbin Song +2

The traditional centralized baseband processing architecture is faced with the bottlenecks of high computation complexity and excessive fronthaul communication, especially when the…

cs.IT2021★ 123 cited

Quantized Federated Learning under Transmission Delay and Outage Constraints

Yanmeng Wang, Yanqing Xu, Qingjiang Shi +1

Federated learning (FL) has been recognized as a viable distributed learning paradigm which trains a machine learning model collaboratively with massive mobile devices in the wirel…

cs.IT2020★ 7 cited

Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems

Qiyu Hu, Yunlong Cai, Qingjiang Shi +3

Optimization theory assisted algorithms have received great attention for precoding design in multiuser multiple-input multiple-output (MU-MIMO) systems. Although the resultant opt…

cs.IT2019★ 131 cited

Efficiency Maximization for UAV-Enabled Mobile Relaying Systems with Laser Charging

Ming-Min Zhao, Qingjiang Shi, Min-Jian Zhao

This work studies the joint problem of power and trajectory optimization in an unmanned aerial vehicle (UAV)-enabled mobile relaying system. In the considered system, in order to p…