Dongning Guo

Orcid: 0000-0001-9000-3480

Affiliations:
  • Northwestern University, Evanston, IL, USA


According to our database1, Dongning Guo authored at least 179 papers between 1999 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2021, "for contributions to multi-user detection and estimation theory".

Timeline

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Bibliography

2024
Corrigendum: Applications and techniques for fast machine learning in science.
Frontiers Big Data, 2024

Reducing Satellite Interference to Radio Telescopes Using Beacons.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

Traffic-driven Spectrum and Power Allocation via Scalable Multi-Agent Reinforcement Learning.
Proceedings of the 60th Annual Allerton Conference on Communication, 2024

2023
Asynchronous Massive Access and Neighbor Discovery Using OFDMA.
IEEE Trans. Inf. Theory, April, 2023

A Scalable MARL Solution for Scheduling in Conflict Graphs.
CoRR, 2023

Trade-off of Security, Latency, and Throughput of the Nakamoto Consensus.
CoRR, 2023

Achieving Consensus on Spectrum Usage in the Presence of Faults.
CoRR, 2023

RadYOLOLet: Radar Detection and Parameter Estimation Using YOLO and WaveLet.
CoRR, 2023

An Asynchronous Massive Access Scheme with Dynamic Range Considerations.
CoRR, 2023

Transformer Based Approach for Wireless Resource Allocation Problems Involving Mixed Discrete and Continuous Variables.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

ProSpire: Proactive Spatial Prediction of Radio Environment Using Deep Learning.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

An Asynchronous Massive Access Scheme with Dynamic Range Considerations.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Distributed MARL for Scheduling in Conflict Graphs.
Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022
Research on Nonlinear Compensation of the MEMS Gyroscope under Tiny Angular Velocity.
Sensors, 2022

Applications and Techniques for Fast Machine Learning in Science.
Frontiers Big Data, 2022

Bitcoin's Latency-Security Analysis Made Simple.
Proceedings of the 4th ACM Conference on Advances in Financial Technologies, 2022

2021
Asynchronous Massive Access in Multi-cell Wireless Networks Using Reed-Muller Codes.
CoRR, 2021

A New Distributed Method for Training Generative Adversarial Networks.
CoRR, 2021

Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Close latency-security trade-off for the Nakamoto consensus.
Proceedings of the AFT '21: 3rd ACM Conference on Advances in Financial Technologies, Arlington, Virginia, USA, September 26, 2021

2020
Grant-Free NOMA With Device Activity Learning Using Long Short-Term Memory.
IEEE Wirel. Commun. Lett., 2020

Scheduling for Cellular Federated Edge Learning With Importance and Channel Awareness.
IEEE Trans. Wirel. Commun., 2020

Joint Routing and Resource Allocation for Millimeter Wave Picocellular Backhaul.
IEEE Trans. Wirel. Commun., 2020

A Resource Allocation and Coordinated Transmission Scheme for Large Cellular Networks.
CoRR, 2020

Massive Access in Multi-cell Wireless Networks Using Reed-Muller Codes.
CoRR, 2020

Continuous-Time Analysis of the Bitcoin and Prism Backbone Protocols.
CoRR, 2020

Liveness and Consistency of Bitcoin and Prism Blockchains: The Non-lockstep Synchronous Case.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020

Importance- and Channel-Aware Scheduling in Cellular Federated Edge Learning.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Beam Acquisition and Training in Millimeter Wave Networks With Narrowband Pilots.
IEEE J. Sel. Areas Commun., 2019

Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks.
IEEE J. Sel. Areas Commun., 2019

On Analysis of the Bitcoin and Prism Backbone Protocols.
CoRR, 2019

Asynchronous Neighbor Discovery Using Coupled Compressive Sensing.
Proceedings of the IEEE International Conference on Acoustics, 2019

On Analysis of the Bitcoin and Prism Backbone Protocols in Synchronous Networks.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
Multiuser Simultaneous Two-Way Ranging.
IEEE Trans. Wirel. Commun., 2018

Resource Allocation in Public Safety Broadband Networks With Rapid-Deployment Access Points.
IEEE Trans. Veh. Technol., 2018

Large-Scale Spectrum Allocation for Cellular Networks via Sparse Optimization.
IEEE Trans. Signal Process., 2018

Network Localization and Synchronization Using Full-Duplex Radios.
IEEE Trans. Signal Process., 2018

A Centralized Metropolitan-Scale Radio Resource Management Scheme.
CoRR, 2018

Deep Reinforcement Learning for Distributed Dynamic Power Allocation in Wireless Networks.
CoRR, 2018

Initial Access and Beamforming in Multi-cell mmWave Networks Using Narrowband Pilots.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Capacity of Gaussian Many-Access Channels.
IEEE Trans. Inf. Theory, 2017

Scalable Spectrum Allocation and User Association in Networks With Many Small Cells.
IEEE Trans. Commun., 2017

Licensed and Unlicensed Spectrum Allocation in Heterogeneous Networks.
IEEE Trans. Commun., 2017

Sharing of Unlicensed Spectrum by Strategic Operators.
IEEE J. Sel. Areas Commun., 2017

Sparse OFDM: A Compressive Sensing Approach to Asynchronous Neighbor Discovery.
CoRR, 2017

Sparse Channel Estimation for Massive MIMO with 1-Bit Feedback Per Dimension.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

1000-Cell Global Spectrum Management.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Scalable spectrum allocation for large networks based on sparse optimization.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Localization and synchronization in wireless networks using full-duplex radios.
Proceedings of the IEEE International Conference on Communications, 2017

Cloud-based resource allocation and cooperative transmission in large cellular networks.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Maximizing Mobile Coverage via Optimal Deployment of Base Stations and Relays.
IEEE Trans. Veh. Technol., 2016

Energy-Efficient Cell Activation, User Association, and Spectrum Allocation in Heterogeneous Networks.
IEEE J. Sel. Areas Commun., 2016

Mobile Millimeter Wave Channel Acquisition, Tracking, and Abrupt Change Detection.
CoRR, 2016

Dual-Timescale Spectrum Management in Wireless Heterogeneous Networks.
CoRR, 2016

Multiuser two-way ranging.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Tracking angles of departure and arrival in a mobile millimeter wave channel.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

A generalized LDPC framework for robust and sublinear compressive sensing.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Allocation of licensed and unlicensed spectrum in heterogeneous networks.
Proceedings of the 2016 Australian Communications Theory Workshop, AusCTW 2016, Melbourne, 2016

2015
Distributed Bi-Directional Training of Nonlinear Precoders and Receivers in Cellular Networks.
IEEE Trans. Signal Process., 2015

Traffic-Driven Spectrum Allocation in Heterogeneous Networks.
IEEE J. Sel. Areas Commun., 2015

Drone-assisted public safety wireless broadband network.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

Robust sublinear complexity Walsh-Hadamard transform with arbitrary sparse support.
Proceedings of the IEEE International Symposium on Information Theory, 2015

The public safety wireless broadband network with airdropped sensors.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Resource management in 5G: A tale of two timescales.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Virtual Full Duplex Wireless Broadcasting via Compressed Sensing.
IEEE/ACM Trans. Netw., 2014

Capacity of Gaussian Channels With Duty Cycle and Power Constraints.
IEEE Trans. Inf. Theory, 2014

Information-Estimation Relationships Over Binomial and Negative Binomial Models.
IEEE Trans. Inf. Theory, 2014

In-Band Full-Duplex Wireless: Challenges and Opportunities.
IEEE J. Sel. Areas Commun., 2014

Guest Editorial: In-Band Full-Duplex Wireless Communications and Networks.
IEEE J. Sel. Areas Commun., 2014

Capacity of the Memoryless Additive Inverse Gaussian Noise Channel.
IEEE J. Sel. Areas Commun., 2014

A Message-Passing Approach to Combating Hidden Terminals in Wireless Networks.
CoRR, 2014

Joint Bi-Directional Training of Nonlinear Precoders and Receivers in Cellular Networks.
CoRR, 2014

Maximizing Mobile Coverage via Optimal Deployment of Base Station and Relays.
CoRR, 2014

New information-estimation results for poisson, binomial and negative binomial models.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Many-access channels: The Gaussian case with random user activities.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Many-broadcast channels: Definition and capacity in the degraded case.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Traffic driven resource allocation in heterogenous wireless networks.
Proceedings of the IEEE Global Communications Conference, 2014

Low complexity scheduling algorithms for wireless networks with full duplex state exchange.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

2013
Downlink Noncoherent Cooperation without Transmitter Phase Alignment.
IEEE Trans. Wirel. Commun., 2013

Multicarrier Beamforming With Limited Feedback: A Rate Distortion Approach.
IEEE Trans. Inf. Theory, 2013

Wireless MIMO Switching: Weighted Sum Mean Square Error and Sum Rate Optimization.
IEEE Trans. Inf. Theory, 2013

Error Exponent for Gaussian Channels With Partial Sequential Feedback.
IEEE Trans. Inf. Theory, 2013

Neighbor discovery for wireless networks via compressed sensing.
Perform. Evaluation, 2013

Throughput and Stability for Relay-Assisted Wireless Broadcast with Network Coding.
IEEE J. Sel. Areas Commun., 2013

The Interplay Between Information and Estimation Measures.
Found. Trends Signal Process., 2013

Distributed Ranging and Localization for Wireless Networks via Compressed Sensing.
CoRR, 2013

Wireless MIMO switching: Sum rate optimization.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Gaussian many-access channels: Definition and symmetric capacity.
Proceedings of the 2013 IEEE Information Theory Workshop, 2013

On the capacity-achieving input for additive inverse Gaussian channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

On information-Estimation relationships over binomial and negative binomial models.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

The public safety broadband network: A novel architecture with mobile base stations.
Proceedings of IEEE International Conference on Communications, 2013

2012
The Degrees of Freedom of Isotropic MIMO Interference Channels Without State Information at the Transmitters.
IEEE Trans. Inf. Theory, 2012

Spatial Interference Cancellation for Multiantenna Mobile Ad Hoc Networks.
IEEE Trans. Inf. Theory, 2012

Wireless MIMO Switching with Zero Forcing and Network Coding.
IEEE J. Sel. Areas Commun., 2012

Information and Estimation over Binomial and Negative Binomial Models
CoRR, 2012

Wireless MIMO Switching: Sum Mean Square Error and Sum Rate Optimization
CoRR, 2012

Wireless MIMO switching with MMSE relaying.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Bidirectional channel estimation using adaptive pilots.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Achievable rates of Gaussian channels with realistic duty cycle and power constraints.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Entropy functions and determinant inequalities.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Power control based on interference pricing in hybrid D2D and cellular networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2012

Energy management of dense wireless heterogeneous networks over slow timescales.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Diffusion of innovation in two-sided markets.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Joint Channel Probing and Proportional Fair Scheduling in Wireless Networks.
IEEE Trans. Wirel. Commun., 2011

Ergodic Fading Z-Interference Channels Without State Information at Transmitters.
IEEE Trans. Inf. Theory, 2011

Derivative of Mutual Information at Zero SNR: The Gaussian-Noise Case.
IEEE Trans. Inf. Theory, 2011

Estimation in Gaussian Noise: Properties of the Minimum Mean-Square Error.
IEEE Trans. Inf. Theory, 2011

Wireless MIMO Switching with Zero-forcing Relaying and Network-coded Relaying
CoRR, 2011

Medium Access Control for Wireless Networks with Peer-to-Peer State Exchange
CoRR, 2011

Neighbor discovery in wireless networks using compressed sensing with Reed-Muller codes.
Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011

Wireless peer-to-peer mutual broadcast via sparse recovery.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Capacity of Gaussian channels with duty cycle and power constraints.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Exploiting peer-to-peer state exchange for distributed medium access control.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Uplink-downlink bidirectional training of multiuser MIMO filters and precoders.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Wireless MIMO switching with zero-forcing relaying.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Statistical physics of signal estimation in Gaussian noise: theory and examples of phase transitions.
IEEE Trans. Inf. Theory, 2010

Limited-Rate Channel State Feedback for Multicarrier Block Fading Channels.
IEEE Trans. Inf. Theory, 2010

Compressed Neighbor Discovery for Wireless Networks
CoRR, 2010

The Degrees of Freedom of MIMO Interference Channels without State Information at Transmitters
CoRR, 2010

On the capacity region of fading Z-interference channels without CSIT.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Medium access control via nearest-neighbor interactions for regular wireless networks.
Proceedings of the IEEE International Symposium on Information Theory, 2010

The Impact of Limited Information on Proportional Fair Scheduling in Wireless Networks.
Proceedings of the Global Communications Conference, 2010

Two-Cell Downlink Noncoherent Cooperation without Transmitter Phase Alignment.
Proceedings of the Global Communications Conference, 2010

The maximum stable broadcast throughput for wireless line networks with network coding and topology control.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Virtual full-duplex wireless communication via rapid on-off-division duplex.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
A message-passing approach for joint channel estimation, interference mitigation, and decoding.
IEEE Trans. Wirel. Commun., 2009

On the Entropy Rate of Hidden Markov Processes Observed Through Arbitrary Memoryless Channels.
IEEE Trans. Inf. Theory, 2009

QAM and PSK codebooks for limited feedback MIMO beamforming.
IEEE Trans. Commun., 2009

Ergodic Fading One-sided Interference Channels without State Information at Transmitters
CoRR, 2009

Capacity Region of Layered Erasure One-sided Interference Channels without CSIT
CoRR, 2009

Limited feedback for multicarrier block fading channels: A rate distortion approach.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Limited feedback for multi-carrier beamforming: A rate-distortion approach.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Relative entropy and score function: New information-estimation relationships through arbitrary additive perturbation.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Large system analysis of beamforming for MIMO systems with limited training.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

MIMO Precoding with Limited Rate Feedback: Simple Quantizers Work Well.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Isotropic MIMO interference channels without CSIT: The loss of degrees of freedom.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Compressed neighbor discovery for wireless ad hoc networks: The Rayleigh fading case.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Performance analysis of MAC protocols in wireless line networks using statistical mechanics.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

A single-letter characterization of optimal noisy compressed sensing.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
A Unified Approach to Power control in Large Energy-Constrained CDMS Systems.
IEEE Trans. Wirel. Commun., 2008

Mutual Information and Conditional Mean Estimation in Poisson Channels.
IEEE Trans. Inf. Theory, 2008

Vector Precoding for Wireless MIMO Systems and its Replica Analysis.
IEEE J. Sel. Areas Commun., 2008

Multiuser Detection of Sparsely Spread CDMA.
IEEE J. Sel. Areas Commun., 2008

Spatial Interference Cancellation for Multi-Antenna Mobile Ad Hoc Networks
CoRR, 2008

Spatial Interference Cancelation for Mobile Ad Hoc Networks: Perfect CSI
CoRR, 2008

Rethinking information theory for mobile ad hoc networks.
IEEE Commun. Mag., 2008

Throughput and stability of digital and analog network coding for wireless networks with single and multiple relays.
Proceedings of the 4th Annual International Conference on Wireless Internet, 2008

Estimation of non-Gaussian random variables in Gaussian noise: Properties of the MMSE.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Channel State and Receiver State feedback for frequency-selective block fading channels.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Joint Channel Estimation and Co-Channel Interference Mitigation in Wireless Networks Using Belief Propagation.
Proceedings of IEEE International Conference on Communications, 2008

Multi-Carrier Transmission with Limited Feedback: Power Loading over Sub-Channel Groups.
Proceedings of IEEE International Conference on Communications, 2008

Spatial Interference Cancellation for Mobile Ad Hoc Networks: Perfect CSI.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

On the delay and throughput of digital and analog network coding for wireless broadcast.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

On optimal training and beamforming in uncorrelated MIMO systems with feedback.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

On the entropy and filtering of hidden Markov processes observed through arbitrary memoryless channels.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

Neighbor discovery in wireless ad hoc networks based on group testing.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

Spatial interference cancelation for mobile ad hoc networks: Imperfect CSI.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Vector Precoding for Wireless MIMO Systems: A Replica Analysis
CoRR, 2007

A Unified Approach to Energy-Efficient Power Control in Large CDMA Systems
CoRR, 2007

Performance of Turbo Decision-Feedback Detection for Downlink OFDM.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Vector precoding in wireless communications: a replica symmetric analysis.
Proceedings of the 2nd International Conference on Performance Evaluation Methodolgies and Tools, 2007

Vector Precoding in High Dimensions: A Replica Analysis.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Random Sparse Linear Systems Observed Via Arbitrary Channels: A Decoupling Principle.
Proceedings of the IEEE International Symposium on Information Theory, 2007

QAM Codebooks for Low-Complexity Limited Feedback MIMO Beamforming.
Proceedings of IEEE International Conference on Communications, 2007

2006
A simple proof of the entropy-power inequality.
IEEE Trans. Inf. Theory, 2006

Performance of multicarrier CDMA in frequency-selective fading via statistical physics.
IEEE Trans. Inf. Theory, 2006

Proof of Entropy Power Inequalities Via MMSE.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005
Randomly spread CDMA: asymptotics via statistical physics.
IEEE Trans. Inf. Theory, 2005

Mutual information and minimum mean-square error in Gaussian channels.
IEEE Trans. Inf. Theory, 2005

A Unified Power Control Algorithm for Multiuser Detectors in Large Systems: Convergence and Performance
CoRR, 2005

Additive non-Gaussian noise channels: mutual information and conditional mean estimation.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Performance of synchronous multirate CDMA via statistical physics.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Error performance of multicarrier CDMA in frequency-selective fading.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Mutual information and MMSE in gaussian channels.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2003
Replica analysis of large-system CDMA.
Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003

2002
Asymptotic normality of linear multiuser receiver outputs.
IEEE Trans. Inf. Theory, 2002

2000
A matrix-algebraic approach to linear parallel interference cancellation in CDMA.
IEEE Trans. Commun., 2000

1999
Linear parallel interference cancellation in long-code CDMA multiuser detection.
IEEE J. Sel. Areas Commun., 1999


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