Rong-Rong Chen

Orcid: 0009-0002-2955-9652

According to our database1, Rong-Rong Chen authored at least 75 papers between 1999 and 2023.

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Bibliography

2023
Channel Estimation and Turbo Equalization for Coded OTFS and OFDM: A Comparison.
IEEE Wirel. Commun. Lett., September, 2023

FLCD: A Flexible Low Complexity Design of Coded Distributed Computing.
IEEE Trans. Cloud Comput., 2023

An Improved Dictionary Design for Multicarrier Underwater Transmission.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Multi-Agent Recurrent Deterministic Policy Gradient with Inter-Agent Communication.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Rethinking the Data Heterogeneity in Federated Learning.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexities.
Trans. Mach. Learn. Res., 2022

Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis.
Proceedings of the International Conference on Machine Learning, 2022

Two Time-Scale Learning for Beamforming and Phase Shift Design in RIS-aided Networks.
Proceedings of the IEEE International Conference on Communications, 2022

Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Combinatorial Design for Cascaded Coded Distributed Computing on General Networks.
IEEE Trans. Commun., 2021

A New Combinatorial Coded Design for Heterogeneous Distributed Computing.
IEEE Trans. Commun., 2021

Coded Elastic Computing on Machines With Heterogeneous Storage and Computation Speed.
IEEE Trans. Commun., 2021

Simultaneous multi-slice image reconstruction using regularized image domain split slice-GRAPPA for diffusion MRI.
Medical Image Anal., 2021

Extrinsic Neural Network Equalizer for Channels with High Inter-Symbol-Interference.
Proceedings of the ICC 2021, 2021

A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers.
Proceedings of the IEEE Global Communications Conference, 2021

Communication-Free Two-Stage Multi-Agent DDPG under Partial States and Observations.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Uncoded Placement With Linear Sub-Messages for Private Information Retrieval From Storage Constrained Databases.
IEEE Trans. Commun., 2020

Towards Finite File Packetizations in Wireless Device-to-Device Caching Networks.
IEEE Trans. Commun., 2020

Local Averaging Helps: Hierarchical Federated Learning and Convergence Analysis.
CoRR, 2020

Heterogeneous Computation Assignments in Coded Elastic Computing.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Coded Distributed Computing with Heterogeneous Function Assignments.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019
Cascaded Coded Distributed Computing on Heterogeneous Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2019

A New Design of Private Information Retrieval for Storage Constrained Databases.
Proceedings of the IEEE International Symposium on Information Theory, 2019

An Optimal Iterative Placement Algorithm for PIR from Heterogeneous Storage-Constrained Databases.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
A New Combinatorial Design of Coded Distributed Computing.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Improving image reconstructions for simultaneous multi-slice readout-segmented diffusion MRI data with phase errors.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Fundamental Limits of Wireless Distributed Computing Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Coded Caching in Wireless Device-to-Device Networks Using a Hypercube Approach.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Achieving Near MAP Performance With an Excited Markov Chain Monte Carlo MIMO Detector.
IEEE Trans. Wirel. Commun., 2017

Towards Practical File Packetizations in Wireless Device-to-Device Caching Networks.
CoRR, 2017

Soft Decision Directed Dual-Layer Channel Estimation for Time-Varying MIMO Channels.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Caching and Coded Multicasting in Slow Fading Environment.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Fundamental limits of distributed caching in multihop D2D wireless networks.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Excited Markov Chain Monte Carlo MIMO detector with 8-antenna 802.11ac testbed demonstration.
Proceedings of the IEEE International Conference on Communications, 2017

Device-to-Device Caching Networks with Subquadratic Subpacketizations.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2014
Highly accelerated dynamic contrast-enhanced MRI with temporal constrained reconstruction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Decorrelation MIMO Receiver for Block Fading Channels.
IEEE Commun. Lett., 2013

2012
Sharing Personal Health Information Via Service-Oriented Computing: A Case of Long-Term Care.
J. Medical Syst., 2012

Developing a Web 2.0 Diabetes Care Support System with Evaluation from Care Provider Perspectives.
J. Medical Syst., 2012

Analysing information behaviour in structured service encounters: a case of call centre operations.
Inf. Res., 2012

Simultaneous image reconstruction and sensitivity estimation in parallel MRI using blind compressed sensing.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A motion-sensing enabled personalized exercise system for cardiac rehabilitation.
Proceedings of the IEEE 14th International Conference on e-Health Networking, 2012

2011
Delay Performance of Threshold Policies for Dynamic Spectrum Access.
IEEE Trans. Wirel. Commun., 2011

Markov Chain Monte Carlo Detection for Frequency-Selective Channels Using List Channel Estimates.
IEEE J. Sel. Top. Signal Process., 2011

Random Access Protocols for Collaborative Spectrum Sensing in Multi-Band Cognitive Radio Networks.
IEEE J. Sel. Top. Signal Process., 2011

Introduction to the Issue on Soft Detection for Wireless Transmission.
IEEE J. Sel. Top. Signal Process., 2011

Rough set analysis on call center metrics.
Appl. Soft Comput., 2011

K-T ISD: Compressed sensing with iterative support detection for dynamic MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Filterbank multicarrier for underwater communications.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Optimality of beamforming for MIMO multiple access channels via virtual representation.
IEEE Trans. Signal Process., 2010

Markov chain monte carlo detectors for channels with intersymbol interference.
IEEE Trans. Signal Process., 2010

Approaching MIMO capacity using bitwise Markov Chain Monte Carlo detection.
IEEE Trans. Commun., 2010

Supporting Service Management with Service Encounters Analysis: A Case on Call Centre Outsourcing Operations.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

Markov Chain Monte Carlo detection for underwater acoustic channels.
Proceedings of the Information Theory and Applications Workshop, 2010

Iterative data detection and decoding using list channel estimation and Markov Chain Monte Carlo.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Stochastic Expectation Maximization Algorithm for Long-Memory Fast-Fading Channels.
Proceedings of the Global Communications Conference, 2010

Markov Chain Monte Carlo detection over time-varying frequency-selective channels.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
Performance of channel coded noncoherent systems: modulation choice, information rate, and Markov chain Monte Carlo detection.
IEEE Trans. Commun., 2009

Developing diabetes self-care supporting service: A systemic approach.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2009

Low Complexity Markov Chain Monte Carlo Detector for Channels with Intersymbol Interference.
Proceedings of IEEE International Conference on Communications, 2009

Markov Chain Monte Carlo Detection Methods for High SNR Regimes.
Proceedings of IEEE International Conference on Communications, 2009

Medium Access Control Signaling for Reliable Spectrum Agile Radios.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
Application of Nonbinary LDPC Cycle Codes to MIMO Channels.
IEEE Trans. Wirel. Commun., 2008

Optimality of beamforming in MIMO multi-access channels via virtual representation.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Low-Complexity Hybrid QRD-MCMC MIMO Detection.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Beamforming codebook design for temporally correlated fading channels.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2006
Application of Nonbinary LDPC Codes for Communication over Fading Channels Using Higher Order Modulations.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
On performance of sphere decoding and Markov chain Monte Carlo detection methods.
IEEE Signal Process. Lett., 2005

Noncoherent detection based on Markov Chain Monte Carlo methods for block fading channels.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
On fixed input distributions for noncoherent communication over high-SNR Rayleigh-fading channels.
IEEE Trans. Inf. Theory, 2004

Capacity of pilot-aided MIMO communication systems.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2003
Noncoherent Communication Over Fading Channels
PhD thesis, 2003

Joint noncoherent demodulation and decoding for the block fading channel: a practical framework for approaching Shannon capacity.
IEEE Trans. Commun., 2003

1999
Value iteration and optimization of multiclass queueing networks.
Queueing Syst. Theory Appl., 1999


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