World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
47
Citations
11336
World Ranking
6389
National Ranking
2851

Electronics and Electrical Engineering

D-Index
46
Citations
11184
World Ranking
3326
National Ranking
1234

Research.com Recognitions

  • 2021 - IEEE Fellow For contributions to multi-user detection and estimation theory

Overview

Dongning Guo is affiliated with Northwestern University in the United States. Their research spans the fields of Engineering and Computer Science, with significant contributions to Electrical and Electronic Engineering, Computer Networks and Communications, Aerospace Engineering, Artificial Intelligence, and Information Systems.

The scientist's work emphasizes several main topics, which include:

  • Advanced MIMO Systems Optimization
  • Advanced Wireless Communication Technologies
  • Satellite Communication Systems
  • Advanced Wireless Network Optimization
  • Cognitive Radio Networks and Spectrum Sensing
  • Cooperative Communication and Network Coding
  • Blockchain Technology Applications and Security

Their notable recent publications cover various aspects of wireless communication, machine learning applications in networking, and spectrum allocation, including:

  • "Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness," 2020, IEEE Transactions on Wireless Communications
  • "Applications and Techniques for Fast Machine Learning in Science," 2022, Frontiers in Big Data
  • "Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks," 2021, 2021 IEEE Globecom Workshops (GC Wkshps)
  • "Grant-Free NOMA with Device Activity Learning Using Long Short-Term Memory," 2020, IEEE Wireless Communications Letters
  • "Asynchronous Massive Access and Neighbor Discovery Using OFDMA," 2022, IEEE Transactions on Information Theory

Dongning Guo collaborates frequently with several coauthors, including Jinke Ren, Guanding Yu, Yasar Sinan Nasir, Lina Liu, and Shamik Sarkar.

The scientist regularly publishes in these venues:

  • arXiv (Cornell University)
  • Frontiers in Big Data
  • IEEE Transactions on Information Theory
  • IEEE Transactions on Wireless Communications
  • 2021 IEEE Globecom Workshops (GC Wkshps)

In 2021, Dongning Guo was named an IEEE Fellow for contributions to multi-user detection and estimation theory.

Best Publications

  • In-Band Full-Duplex Wireless: Challenges and Opportunities

    Ashutosh Sabharwal;Philip Schniter;Dongning Guo;Daniel W. Bliss

  • Mutual information and minimum mean-square error in Gaussian channels

    Dongning Guo;S. Shamai;S. Verdu

  • Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks

    Yasar Sinan Nasir;Dongning Guo

  • Randomly spread CDMA: asymptotics via statistical physics

    Dongning Guo;S. Verdu

  • Rethinking information theory for mobile ad hoc networks

    J. Andrews;S. Shakkottai;R. Heath;N. Jindal

  • Estimation in Gaussian Noise: Properties of the Minimum Mean-Square Error

    Dongning Guo;Yihong Wu;Shlomo Shamai;Sergio Verdú

  • Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness

    Jinke Ren;Yinghui He;Dingzhu Wen;Guanding Yu

  • A matrix-algebraic approach to linear parallel interference cancellation in CDMA

    Dongning Guo;L.K. Rasmussen;Sumei Sun;T.J. Lim

  • Multiuser Detection of Sparsely Spread CDMA

    Dongning Guo;Chih-Chun Wang

  • Tracking angles of departure and arrival in a mobile millimeter wave channel

    Chuang Zhang;Dongning Guo;Pingyi Fan

  • Capacity of Gaussian Many-Access Channels

    Xu Chen;Tsung-Yi Chen;Dongning Guo

  • A simple proof of the entropy-power inequality

    S. Verdu;Dongning Guo

  • A single-letter characterization of optimal noisy compressed sensing

    Dongning Guo;Dror Baron;Shlomo Shamai

  • Vector Precoding for Wireless MIMO Systems and its Replica Analysis

    R.R. Muller;Dongning Guo;A.L. Moustakas

  • Spatial Interference Cancellation for Multiantenna Mobile Ad Hoc Networks

    Kaibin Huang;J. G. Andrews;Dongning Guo;R. W. Heath

  • Linear parallel interference cancellation in long-code CDMA multiuser detection

    Dongning Guo;L.K. Rasmussen;Teng Joon Lim;Teng Joon Lim;Teng Joon Lim

  • Asymptotic normality of linear multiuser receiver outputs

    Dongning Guo;S. Verdu;L.K. Rasmussen

  • Energy-Efficient Cell Activation, User Association, and Spectrum Allocation in Heterogeneous Networks

    Binnan Zhuang;Dongning Guo;Michael L. Honig

  • Neighbor discovery in wireless ad hoc networks based on group testing

    Jun Luo;Dongning Guo

  • Drone-assisted public safety wireless broadband network

    Xu Li;Dongning Guo;Huarui Yin;Guo Wei

Frequent Co-Authors

Michael L. Honig
Michael L. Honig Northwestern University
Sergio Verdu
Sergio Verdu Princeton University
Randall A. Berry
Randall A. Berry Northwestern University
Shlomo Shamai
Shlomo Shamai Technion – Israel Institute of Technology
Lars K. Rasmussen
Lars K. Rasmussen Royal Institute of Technology
Teng Joon Lim
Teng Joon Lim University of Sydney
Soung Chang Liew
Soung Chang Liew Chinese University of Hong Kong
Kaibin Huang
Kaibin Huang University of Hong Kong
Robert W. Heath
Robert W. Heath University of California, San Diego
Yalin E. Sagduyu
Yalin E. Sagduyu Virginia Tech

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