Peng Cheng

Orcid: 0000-0003-1091-7894

Affiliations:

University of Sydney, School of Electrical and Information Engineering, NSW, Australia
Commonwealth Scientific and Industrial Research Organization (CSIRO), Australia
Shanghai Jiao Tong University, Department of Electronic Engineering, China (PhD 2013)
University of Electronic Science and Technology of China, National Key Laboratory of Communication, Chengdu, China (former)

According to our database¹, Peng Cheng authored at least 111 papers between 2007 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Inverse Reinforcement Learning With Graph Neural Networks for Full-Dimensional Task Offloading in Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2024

Deep Reinforcement Learning for Online Resource Allocation in Network Slicing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2024

A Scalable Energy Consumption Optimization in Downlink Cell-Free Massive MIMO.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., February, 2024

Digital Twin Empowered Industrial IoT Based on Credibility-Weighted Swarm Learning.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, January, 2024

ToF-Based NLoS Indoor Tracking With Adaptive Ranging Error Mitigation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2024

Green Cell-Free Massive MIMO: An Optimization Embedded Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2024

FedHelo: Hierarchical Federated Learning With Loss-Based-Heterogeneity in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2024

A Data-Driven Base Station Sleeping Strategy Based on Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2024

A Remote Sensing Image Dehazing Method Based on Heterogeneous Priors.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Restoring vision in rain-by-snow weather with simple attention-based sampling cross-hierarchy Transformer.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Pareto-Optimal Multiagent Cooperative Caching Relying on Multipolicy Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2024

High Accuracy WiFi Sensing for Vital Sign Detection with Multi - Task Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Wireless Hierarchical Federated Aggregation Weights Design with Loss-Based-Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

Partial NOMA Based Online Task Offloading for Multi-Layer Mobile Computing Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

2023

Contextual User-Centric Task Offloading for Mobile Edge Computing in Ultra-Dense Network.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., September, 2023

DDPG-Based Joint Resource Management for Latency Minimization in NOMA-MEC Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., July, 2023

Deep Reinforcement Learning for Online Resource Allocation in IoT Networks: Technology, Development, and Future Challenges.

[BibT_eX]

[DOI]

IEEE Commun. Mag., June, 2023

Optimizing Federated Learning With Deep Reinforcement Learning for Digital Twin Empowered Industrial IoT.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

A Learning-Based Context-Aware Quality Test System in B5G-Aided Advanced Manufacturing.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

Multi-Scale Density-Aware Network for Single Image Dehazing.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2023

Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal.

[BibT_eX]

[DOI]

CoRR, 2023

FastReID: A Pytorch Toolbox for General Instance Re-identification.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Inverse Reinforcement Learning with Graph Neural Networks for IoT Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning-Based Energy Efficiency Optimization in Cell-Free Massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Dynamic Resource Allocation in Network Slicing with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

On Collaborative Air-Ground Replenishment of Combined UAVs for Live Broadcast.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022

Adversarial Learning-Based Spectrum Sensing in Cognitive Radio.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

Calibrated Bandit Learning for Decentralized Task Offloading in Ultra-Dense Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

A Low-Complexity Codebook Optimization Scheme for Sparse Code Multiple Access.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

Wireless Resource Scheduling for High Mobility Scenarios: A Combined Traffic and Channel Quality Prediction Approach.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2022

Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2022

A Fusion-Based Defogging Algorithm.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Joint Front-Edge-Cloud IoVT Analytics: Resource-Effective Design and Scheduling.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

A Contextual Bandit Learning Based Quality Test System in 5G-Enabled IIoT.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022

2021

Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Two-Dimensional Task Offloading for Mobile Networks: An Imitation Learning Framework.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

Distributed Caching in Converged Networks: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2021

Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Constrained Reinforcement Learning for Resource Allocation in Network Slicing.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

Semi-Supervised Domain Generalizable Person Re-Identification.

[BibT_eX]

[DOI]

CoRR, 2021

Enabling AI in Future Wireless Networks: A Data Life Cycle Perspective.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2021

Mobility Prediction-Based Wireless Edge Caching Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Distributed Signal Strength Prediction using Satellite Map empowered by Deep Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

User-Oriented Task Offloading for Mobile Edge Computing in Ultra-Dense Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

On Wireless Channel Classification Based on CP-OFDM System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2021

2020

Online Learning Enabled Task Offloading for Vehicular Edge Computing.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Gaussian Process Reinforcement Learning for Fast Opportunistic Spectrum Access.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Deep Autoencoder Learning for Relay-Assisted Cooperative Communication Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

Wireless AI: Enabling an AI-Governed Data Life Cycle.

[BibT_eX]

[DOI]

CoRR, 2020

Spectrum Intelligent Radio: Technology, Development, and Future Trends.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

Spatiotemporal Gaussian Process Kalman Filter for Mobile Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Real-Time Task Offloading for Large-Scale Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Learning Approach to Cooperative Communication System Design.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On Service Traffic Prediction of Base Stations along High-speed Railway.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2020

2019

Codebook-Based Training Beam Sequence Design for Millimeter-Wave Tracking Systems.

[BibT_eX]

[DOI]

Deyou Zhang

Ang Li

Mahyar Shirvanimoghaddam

Peng Cheng

Yonghui Li

Branka Vucetic

IEEE Trans. Wirel. Commun., 2019

A Machine Learning-Enabled Spectrum Sensing Method for OFDM Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

A Learning-Based Two-Stage Spectrum Sharing Strategy With Multiple Primary Transmit Power Levels.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Localized Small Cell Caching: A Machine Learning Approach Based on Rating Data.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

WIDER Face and Pedestrian Challenge 2018: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2019

Distributed Caching Popular Services by Using Deep Q-Learning in Converged Networks.

[BibT_eX]

[DOI]

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Wireless Cooperative Caching System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Fast Beam Tracking for Millimeter-Wave Systems Under High Mobility.

[BibT_eX]

[DOI]

Deyou Zhang

Ang Li

Mahyar Shirvanimoghaddam

Peng Cheng

Yonghui Li

Branka Vucetic

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Learning Multiple Primary Transmit Power Levels for Smart Spectrum Sharing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Time-Varying Channel Estimation for Millimeter Wave Multiuser MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Mobile Collaborative Spectrum Sensing for Heterogeneous Networks: A Bayesian Machine Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

A Unified Precoding Scheme for Generalized Spatial Modulation.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2018

Ultra-Reliable Low Latency Cellular Networks: Use Cases, Challenges and Approaches.

[BibT_eX]

[DOI]

He Chen

Rana Abbas

Peng Cheng

Mahyar Shirvanimoghaddam

IEEE Commun. Mag., 2018

Mobile Bayesian Spectrum Learning for Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Interference Mitigation Based on Bayesian Compressive Sensing for Wireless Localization Systems in Unlicensed Band.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2017

A Layer-Mixed FEC Scheme for Scalable Media Transmission Over Mobile TV Services.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2017

Low-Complexity Precoding for Spatial Modulation.

[BibT_eX]

[DOI]

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

High-resolution wideband spectrum sensing based on sparse Bayesian learning.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

2016

Sparse Blind Carrier-Frequency Offset Estimation for OFDMA Uplink.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Multiple-measurement vector based implementation for single-measurement vector sparse Bayesian learning with reduced complexity.

[BibT_eX]

[DOI]

Signal Process., 2016

Angle-of-Arrival Estimation Using Different Phase Shifts Across Subarrays in Localized Hybrid Arrays.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2016

Near-ML Low-Complexity Detection for Generalized Spatial Modulation.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2016

2015

Spatiotemporal Compressive Network Coding for Energy-Efficient Distributed Data Storage in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2015

Practical Spatiotemporal Compressive Network Coding for Energy-Efficient Distributed Data Storage in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Time of arrival estimation and interference mitigation based on Bayesian compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Localization of Primary Users by Exploiting Distance Separation Between Secondary Users.

[BibT_eX]

[DOI]

Proceedings of the Cognitive Radio Oriented Wireless Networks, 2015

2014

Limited Feedback Unitary Precoding for MIMO Full Stream Transmission.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2014

Multidimensional Compressive Sensing Based Analog CSI Feedback for Massive MIMO-OFDM Systems.

[BibT_eX]

[DOI]

Peng Cheng

Zhuo Chen

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

MIMO-OFDM channel feedback based on distributed compressive sensing: A new perspective.

[BibT_eX]

[DOI]

Peng Cheng

Zhuo Chen

Chang-Kyung Sung

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

2013

Carrier aggregation for LTE-advanced: uplink multiple access and transmission enhancement features.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2013

Channel Estimation for OFDM Systems over Doubly Selective Channels: A Distributed Compressive Sensing Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Mode Selection and Power Optimization for Energy Efficiency in Uplink Virtual MIMO Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2013

Low-Complexity ICI Cancellation Based on BEM for OFDM Systems over Doubly Selective Channels.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2013

A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2013

Stream Maximization Transmission for MIMO Systems with Limited Feedback Unitary Precoding.

[BibT_eX]

[DOI]

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Distributed Bayesian compressive sensing based blind carrier-frequency offset estimation for interleaved OFDMA uplink.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

Energy-efficient multi-mode transmission in uplink virtual MIMO systems.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

Distributed sparse channel estimation for OFDM systems with high mobility.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

2012

Compressed Sensing Based Channel Estimation for Two-Way Relay Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2012

On Channel Estimation and Equalization in 2 × 1 MISO TDS-OFDM Based Terrestrial DTV Systems.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2012

Resource allocation for cognitive networks with D2D communication: An evolutionary approach.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Energy efficiency optimization in uplink virtual MIMO systems.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Sparse channel estimation for OFDM transmission over two-way works.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

V-OFDM: On Performance Limits over Multi-Path Rayleigh Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Sequence Selection for Selected Mapping in OFDM.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2011

Cooperative Spectrum Allocation for Cognitive Radio Network: An Evolutionary Approach.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

Evolution Framework for Resource Allocation with Local Interaction: An Infection Approach.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

2010

Improved IFDMA Transmission Structure on SISO and MISO Channels.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2010

A New SLNR-Based Linear Precoding for Downlink Multi-User Multi-Stream MIMO Systems.

[BibT_eX]

[DOI]

Peng Cheng

Meixia Tao

Wenjun Zhang

IEEE Commun. Lett., 2010

An optimal model and solution of deployment of airships for high altitude platforms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

A game approach for dynamic resource allocation in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

Spectrum Trading in Cognitive Radio Network: An Agent-Based Model under Demand Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2010

2009

A low-complexity multiple signal representation scheme in downlink OFDM-CDMA.

[BibT_eX]

[DOI]

Sci. China Ser. F Inf. Sci., 2009

A Low Complexity User Grouping Scheme for PAPR reduction in MC-CDMA Systems using Joint Spreading and IFFT.

[BibT_eX]

[DOI]

Proceedings of the 70th IEEE Vehicular Technology Conference, 2009

A Low Complexity Peak Estimation Scheme for PAPR Reduction in OFDM Systems.

[BibT_eX]

[DOI]

Proceedings of the 2009 Pacific-Asia Conference on Circuits, Communications and Systems, 2009

2008

A Modified Partial Transmit Sequence Scheme for PAPR Reduction in OFDM System.

[BibT_eX]

[DOI]

Proceedings of the 68th IEEE Vehicular Technology Conference, 2008

2007

Improved SLM for PAPR Reduction in OFDM System.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Symposium on Personal, 2007

Peng Cheng

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