40.2k citations
- Massachusetts Institute of TechnologyUS45 papers
- University of California, BerkeleyUS43 papers
- Stanford UniversityUS38 papers
- University of Illinois Urbana-ChampaignUS29 papers
- Purdue University West LafayetteUS28 papers
- Delft University of TechnologyNL25 papers
- QuTechNL24 papers
- Georgia Institute of TechnologyUS23 papers
- Carnegie Mellon UniversityUS22 papers
- ETH ZurichCH22 papers
- Lawrence Berkeley National LaboratoryUS22 papers
- Cornell UniversityUS21 papers
6 papers · 2 filters
Two-Stage Analog Combining in Hybrid Beamforming Systems with Low-Resolution ADCs
Jinseok Choi, Gilwon Lee, Brian L. Evans
In this paper, we investigate hybrid analog/digital beamforming for multiple-input multiple-output (MIMO) systems with low-resolution analog-to-digital converters (ADCs) for millim…
Impact of Relay Cooperation on the Performance of Large-scale Multipair Two-way Relay Networks
Muris Sarajlic, Liang Liu, Fredrik Rusek +2
We consider a multipair two-way relay communication network, where pairs of user devices exchange information via a relay system. The communication between users employs time divis…
Outage Correlation in Finite and Clustered Wireless Networks
S. Talarico, M. C. Valenti, M. Di Renzo
Future wireless networks are expected to adopt many different network technologies and architectures that promise to greatly enhance data rate and provide ubiquitous coverage for e…
Resource Allocation Based on Deep Neural Networks for Cognitive Radio Networks
Fuhui Zhou, Xiongjian Zhang, Rose Qingyang Hu +2
Resource allocation is of great importance in the next generation wireless communication systems, especially for cognitive radio networks (CRNs). Many resource allocation strategie…
Channel Agnostic End-to-End Learning based Communication Systems with Conditional GAN
Hao Ye, Geoffrey Ye Li, Biing-Hwang Fred Juang +1
In this article, we use deep neural networks (DNNs) to develop a wireless end-to-end communication system, in which DNNs are employed for all signal-related functionalities, such a…
User Scheduling for Millimeter Wave Hybrid Beamforming Systems with Low-Resolution ADCs
Jinseok Choi, Gilwon Lee, Brian L. Evans
We investigate uplink user scheduling for millimeter wave (mmWave) hybrid analog/digital beamforming systems with low-resolution analog-to-digital converters (ADCs). Deriving new s…