H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 37 Citations 7,723 130 World Ranking 5203 National Ranking 2558
Electronics and Electrical Engineering D-index 34 Citations 7,103 127 World Ranking 2562 National Ranking 1047

Research.com Recognitions

Awards & Achievements

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

Overview

What is he best known for?

The fields of study he is best known for:

  • Computer network
  • Telecommunications
  • Statistics

Computer network, Communication channel, Algorithm, Multiuser detection and Applied mathematics are his primary areas of study. The concepts of his Computer network study are interwoven with issues in Wireless, Wireless ad hoc network, Wireless network, Relay and Compressed sensing. His Communication channel research incorporates elements of Beamforming and Control theory.

Dongning Guo works mostly in the field of Algorithm, limiting it down to topics relating to Mean squared error and, in certain cases, Single antenna interference cancellation and Matched filter, as a part of the same area of interest. His Multiuser detection research includes themes of Decoding methods and Theoretical computer science. He has researched Minimum mean square error in several fields, including Information theory and Gaussian noise.

His most cited work include:

  • In-Band Full-Duplex Wireless: Challenges and Opportunities (1461 citations)
  • Mutual information and minimum mean-square error in Gaussian channels (1000 citations)
  • Randomly spread CDMA: asymptotics via statistical physics (406 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of study are Computer network, Communication channel, Wireless network, Algorithm and Channel state information. His research integrates issues of Wireless, Wireless ad hoc network and Distributed computing in his study of Computer network. His study in Communication channel is interdisciplinary in nature, drawing from both Information theory and Decoding methods.

The concepts of his Algorithm study are interwoven with issues in Mean squared error, Code division multiple access, Theoretical computer science and Matched filter. His Channel state information research incorporates themes from Rayleigh fading, Control theory, Beamforming, Transmitter and Topology. His study explores the link between Gaussian noise and topics such as Minimum mean square error that cross with problems in Mutual information.

He most often published in these fields:

  • Computer network (27.87%)
  • Communication channel (24.59%)
  • Wireless network (20.90%)

What were the highlights of his more recent work (between 2015-2020)?

  • Computer network (27.87%)
  • Wireless network (20.90%)
  • Frequency allocation (9.43%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Computer network, Wireless network, Frequency allocation, Communication channel and Distributed computing. As part of his studies on Computer network, Dongning Guo frequently links adjacent subjects like Wireless. His studies in Wireless network integrate themes in fields like Network architecture, Ranging, Duplex, Local area network and Reinforcement learning.

His Frequency allocation study incorporates themes from Spectrum management, Cellular network, Mathematical optimization and Throughput. Dongning Guo has included themes like Information theory, Decoding methods and Radio resource management in his Communication channel study. His Distributed computing research incorporates elements of Quality of service, Transmission, Scheduling and User equipment.

Between 2015 and 2020, his most popular works were:

  • Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks (102 citations)
  • Energy-Efficient Cell Activation, User Association, and Spectrum Allocation in Heterogeneous Networks (101 citations)
  • Tracking angles of departure and arrival in a mobile millimeter wave channel (98 citations)

In his most recent research, the most cited papers focused on:

  • Computer network
  • Telecommunications
  • Statistics

Dongning Guo mainly focuses on Computer network, Communication channel, Wireless network, Spectrum management and Frequency allocation. His work carried out in the field of Computer network brings together such families of science as Relay, Outage probability, Wireless communication systems, Point and Repeated game. His Communication channel research is multidisciplinary, relying on both Algorithm, Compressed sensing and Beamforming.

His Algorithm study combines topics in areas such as Resource allocation, Throughput and Cellular network. His Radio resource management study in the realm of Wireless network interacts with subjects such as Broadband networks. His Channel state information research focuses on Transmitter and how it connects with MIMO, Precoding, Control theory, Control channel and Telecommunications link.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

In-Band Full-Duplex Wireless: Challenges and Opportunities

Ashutosh Sabharwal;Philip Schniter;Dongning Guo;Daniel W. Bliss.
IEEE Journal on Selected Areas in Communications (2014)

1793 Citations

Mutual information and minimum mean-square error in Gaussian channels

Dongning Guo;S. Shamai;S. Verdu.
IEEE Transactions on Information Theory (2005)

1045 Citations

Randomly spread CDMA: asymptotics via statistical physics

Dongning Guo;S. Verdu.
IEEE Transactions on Information Theory (2005)

389 Citations

Rethinking information theory for mobile ad hoc networks

J. Andrews;S. Shakkottai;R. Heath;N. Jindal.
IEEE Communications Magazine (2008)

279 Citations

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

Dongning Guo;Yihong Wu;Shlomo Shamai;Sergio Verdú.
IEEE Transactions on Information Theory (2011)

209 Citations

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

Dongning Guo;L.K. Rasmussen;Sumei Sun;T.J. Lim.
IEEE Transactions on Communications (2000)

190 Citations

Multiuser Detection of Sparsely Spread CDMA

Dongning Guo;Chih-Chun Wang.
IEEE Journal on Selected Areas in Communications (2008)

174 Citations

A single-letter characterization of optimal noisy compressed sensing

Dongning Guo;Dror Baron;Shlomo Shamai.
allerton conference on communication, control, and computing (2009)

141 Citations

Linear parallel interference cancellation in long-code CDMA multiuser detection

Dongning Guo;L.K. Rasmussen;Teng Joon Lim;Teng Joon Lim;Teng Joon Lim.
IEEE Journal on Selected Areas in Communications (1999)

140 Citations

Vector Precoding for Wireless MIMO Systems and its Replica Analysis

R.R. Muller;Dongning Guo;A.L. Moustakas.
IEEE Journal on Selected Areas in Communications (2008)

137 Citations

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