Peng Cheng

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 72

Top Venues

CoRR

IEEE Trans. Commun.

IEEE Commun. Lett.

IEEE Trans. Signal Process.

Publications

Boyang Guo, Youjia Chen, Peng Cheng, Ming Ding, Jinsong Hu, Lajos Hanzo
Pareto-Optimal Multiagent Cooperative Caching Relying on Multipolicy Reinforcement Learning. IEEE Internet Things J. 11 (5) (2024)
Wei Xiang, Jie Li, Yuan Zhou, Peng Cheng, Jiong Jin, Kan Yu
Digital Twin Empowered Industrial IoT Based on Credibility-Weighted Swarm Learning. IEEE Trans. Ind. Informatics 20 (1) (2024)
Yuchuan Ye, Youjia Chen, Junnan Yang, Ming Ding, Peng Cheng, Jinsong Hu, Haifeng Zheng
Wireless Hierarchical Federated Aggregation Weights Design with Loss-Based-Heterogeneity. INFOCOM (Workshops) (2024)
Guangchen Wang, Peng Cheng, Zhuo Chen, Branka Vucetic, Yonghui Li
Green Cell-Free Massive MIMO: An Optimization Embedded Deep Reinforcement Learning Approach. IEEE Trans. Signal Process. 72 (2024)
Yuanbo Wen, Tao Gao, Kaihao Zhang, Peng Cheng, Ting Chen
Restoring vision in rain-by-snow weather with simple attention-based sampling cross-hierarchy Transformer. Pattern Recognit. 156 (2024)
Guangchen Wang, Peng Cheng, Zhuo Chen, Branka Vucetic, Yonghui Li
Inverse Reinforcement Learning With Graph Neural Networks for Full-Dimensional Task Offloading in Edge Computing. IEEE Trans. Mob. Comput. 23 (6) (2024)
Shan Liang, Tao Gao, Ting Chen, Peng Cheng
A Remote Sensing Image Dehazing Method Based on Heterogeneous Priors. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yue Cai, Peng Cheng, Zhuo Chen, Ming Ding, Branka Vucetic, Yonghui Li
Deep Reinforcement Learning for Online Resource Allocation in Network Slicing. IEEE Trans. Mob. Comput. 23 (6) (2024)
Yue Cai, Peng Cheng, Zhuo Chen, Wei Xiang, Branka Vucetic, Yonghui Li
Dynamic Resource Allocation in Network Slicing with Deep Reinforcement Learning. GLOBECOM (2023)
Wei Yang, Wei Xiang, Yuan Yang, Peng Cheng
Optimizing Federated Learning With Deep Reinforcement Learning for Digital Twin Empowered Industrial IoT. IEEE Trans. Ind. Informatics 19 (2) (2023)
Jiayin Wang, Yafeng Wang, Peng Cheng, Kan Yu, Wei Xiang
DDPG-Based Joint Resource Management for Latency Minimization in NOMA-MEC Networks. IEEE Commun. Lett. 27 (7) (2023)
Chenshi Ding, Can Yang, Jian Xiong, Peng Cheng
On Collaborative Air-Ground Replenishment of Combined UAVs for Live Broadcast. BMSB (2023)
Tao Gao, Yao Liu, Peng Cheng, Ting Chen, Lidong Liu
Multi-Scale Density-Aware Network for Single Image Dehazing. IEEE Signal Process. Lett. 30 (2023)
Guangchen Wang, Peng Cheng, Zhuo Chen, Branka Vucetic, Yonghui Li
Learning-Based Energy Efficiency Optimization in Cell-Free Massive MIMO. GLOBECOM (2023)
Guangchen Wang, Peng Cheng, Zhuo Chen, Wei Xiang, Branka Vucetic, Yonghui Li
Inverse Reinforcement Learning with Graph Neural Networks for IoT Resource Allocation. ICASSP (2023)
Sige Liu, Peng Cheng, Zhuo Chen, Kan Yu, Wei Xiang, Jun Li, Branka Vucetic, Yonghui Li
A Learning-Based Context-Aware Quality Test System in B5G-Aided Advanced Manufacturing. IEEE Trans. Ind. Informatics 19 (2) (2023)
Sige Liu, Peng Cheng, Zhuo Chen, Wei Xiang, Branka Vucetic, Yonghui Li
Contextual User-Centric Task Offloading for Mobile Edge Computing in Ultra-Dense Network. IEEE Trans. Mob. Comput. 22 (9) (2023)
Peng Cheng, Youjia Chen, Ming Ding, Zhuo Chen, Sige Liu, Yi-Ping Phoebe Chen
Deep Reinforcement Learning for Online Resource Allocation in IoT Networks: Technology, Development, and Future Challenges. IEEE Commun. Mag. 61 (6) (2023)
Rui Zhang, Peng Cheng, Zhuo Chen, Sige Liu, Branka Vucetic, Yonghui Li
Calibrated Bandit Learning for Decentralized Task Offloading in Ultra-Dense Networks. IEEE Trans. Commun. 70 (4) (2022)
Sige Liu, Peng Cheng, Zhuo Chen, Wei Xiang, Branka Vucetic, Yonghui Li
A Contextual Bandit Learning Based Quality Test System in 5G-Enabled IIoT. INDIN (2022)
Chen Wang, Yizhen Xu, Zhuo Chen, Jinfeng Tian, Peng Cheng, Mingqi Li
Adversarial Learning-Based Spectrum Sensing in Cognitive Radio. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Chengxin Jiang, Yafeng Wang, Peng Cheng, Wei Xiang
A Low-Complexity Codebook Optimization Scheme for Sparse Code Multiple Access. IEEE Trans. Commun. 70 (4) (2022)
Jian Xiong, Hengrui Hu, Peng Cheng, Can Yang, Zhi-Ping Shi, Lin Gui
Wireless Resource Scheduling for High Mobility Scenarios: A Combined Traffic and Channel Quality Prediction Approach. IEEE Trans. Broadcast. 68 (3) (2022)
Han Meng, Yuexing Peng, Wenbo Wang, Peng Cheng, Yonghui Li, Wei Xiang
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network. IEEE Trans. Aerosp. Electron. Syst. 58 (6) (2022)
Youjia Chen, Tiesong Zhao, Peng Cheng, Ming Ding, Chang Wen Chen
Joint Front-Edge-Cloud IoVT Analytics: Resource-Effective Design and Scheduling. IEEE Internet Things J. 9 (23) (2022)
Yizhen Xu, Peng Cheng, Zhuo Chen, Ming Ding, Yonghui Li, Branka Vucetic
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach. IEEE Trans. Signal Process. 69 (2021)
Yuekai Cai, Youjia Chen, Ming Ding, Peng Cheng, Jun Li
Mobility Prediction-Based Wireless Edge Caching Using Deep Reinforcement Learning. ICCC (2021)
Haiyao Yu, Zhanwei Hou, Yifan Gu, Peng Cheng, Wanli Ouyang, Yonghui Li, Branka Vucetic
Distributed Signal Strength Prediction using Satellite Map empowered by Deep Vision Transformer. GLOBECOM (Workshops) (2021)
Yizhen Xu, Zhengyang Zhao, Peng Cheng, Zhuo Chen, Ming Ding, Branka Vucetic, Yonghui Li
Constrained Reinforcement Learning for Resource Allocation in Network Slicing. IEEE Commun. Lett. 25 (5) (2021)
Dinh C. Nguyen, Peng Cheng, Ming Ding, David López-Pérez, Pubudu N. Pathirana, Jun Li, Aruna Seneviratne, Yonghui Li, H. Vincent Poor
Enabling AI in Future Wireless Networks: A Data Life Cycle Perspective. IEEE Commun. Surv. Tutorials 23 (1) (2021)
Jian Xiong, Yuzhe Fang, Peng Cheng, Zhiping Shi, Wei Zhang
Distributed Caching in Converged Networks: A Deep Reinforcement Learning Approach. IEEE Trans. Broadcast. 67 (1) (2021)
Yuxin Lu, Peng Cheng, Zhuo Chen, Wai Ho Mow, Yonghui Li, Branka Vucetic
Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Zun Yan, Peng Cheng, Zhuo Chen, Branka Vucetic, Yonghui Li
Two-Dimensional Task Offloading for Mobile Networks: An Imitation Learning Framework. IEEE/ACM Trans. Netw. 29 (6) (2021)
Rui Zhang, Peng Cheng, Zhuo Chen, Sige Liu, Yonghui Li, Branka Vucetic
Online Learning Enabled Task Offloading for Vehicular Edge Computing. IEEE Wirel. Commun. Lett. 9 (7) (2020)
Yizhen Xu, Peng Cheng, Zhuo Chen, Ming Ding, Branka Vucetic, Yonghui Li
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach. CoRR (2020)
Hengrui Hu, Jian Xiong, Peng Cheng, Zhiping Shi, Chaoyu Gu
On Service Traffic Prediction of Base Stations along High-speed Railway. BMSB (2020)
Yuxin Lu, Peng Cheng, Zhuo Chen, Wai Ho Mow, Yonghui Li, Branka Vucetic
Deep Multi-Task Learning for Cooperative NOMA: System Design and Principles. CoRR (2020)
Yizhen Xu, Peng Cheng, Zhuo Chen, Ming Ding, Yonghui Li, Branka Vucetic
Real-Time Task Offloading for Large-Scale Mobile Edge Computing. ICASSP (2020)
Yuxin Lu, Peng Cheng, Zhuo Chen, Wai Ho Mow, Yonghui Li
A Learning Approach to Cooperative Communication System Design. ICASSP (2020)
Yue Cai, Peng Cheng, Ming Ding, Youjia Chen, Yonghui Li, Branka Vucetic
Spatiotemporal Gaussian Process Kalman Filter for Mobile Traffic Prediction. PIMRC (2020)
Dinh C. Nguyen, Peng Cheng, Ming Ding, David López-Pérez, Pubudu N. Pathirana, Jun Li, Aruna Seneviratne, Yonghui Li, H. Vincent Poor
Wireless AI: Enabling an AI-Governed Data Life Cycle. CoRR (2020)
Yuxin Lu, Peng Cheng, Zhuo Chen, Yonghui Li, Wai Ho Mow, Branka Vucetic
Deep Autoencoder Learning for Relay-Assisted Cooperative Communication Systems. IEEE Trans. Commun. 68 (9) (2020)
Peng Cheng, Zhuo Chen, Ming Ding, Yonghui Li, Branka Vucetic, Dusit Niyato
Spectrum Intelligent Radio: Technology, Development, and Future Trends. IEEE Commun. Mag. 58 (1) (2020)
Zun Yan, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic
Gaussian Process Reinforcement Learning for Fast Opportunistic Spectrum Access. IEEE Trans. Signal Process. 68 (2020)
Peng Cheng, Zhuo Chen, Ming Ding, Yonghui Li, Branka Vucetic, Dusit Niyato
Spectrum Intelligent Radio: Technology, Development, and Future Trends. CoRR (2020)
Zun Yan, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic
Gaussian Process Reinforcement Learning for Fast Opportunistic Spectrum Access. GLOBECOM (2019)
Deyou Zhang, Ang Li, Mahyar Shirvanimoghaddam, Peng Cheng, Yonghui Li, Branka Vucetic
Codebook-Based Training Beam Sequence Design for Millimeter-Wave Tracking Systems. IEEE Trans. Wirel. Commun. 18 (11) (2019)
Rui Zhang, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic
A Learning-Based Two-Stage Spectrum Sharing Strategy with Multiple Primary Transmit Power Levels. CoRR (2019)
Chaoyu Gu, Jian Xiong, Haonan Xie, Peng Cheng
Wireless Cooperative Caching System. VCIP (2019)
Yuzhe Fang, Jian Xiong, Peng Cheng, Wei Zhang
Distributed Caching Popular Services by Using Deep Q-Learning in Converged Networks. VTC Fall (2019)
Peng Cheng, Chuan Ma, Ming Ding, Yongjun Hu, Zihuai Lin, Yonghui Li, Branka Vucetic
Localized Small Cell Caching: A Machine Learning Approach Based on Rating Data. IEEE Trans. Commun. 67 (2) (2019)
Rui Zhang, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic
Learning Multiple Primary Transmit Power Levels for Smart Spectrum Sharing. ICC (2019)
Deyou Zhang, Ang Li, Mahyar Shirvanimoghaddam, Peng Cheng, Yonghui Li, Branka Vucetic
Fast Beam Tracking for Millimeter-Wave Systems Under High Mobility. ICC (2019)
Rui Zhang, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic
A Learning-Based Two-Stage Spectrum Sharing Strategy With Multiple Primary Transmit Power Levels. IEEE Trans. Signal Process. 67 (18) (2019)
Jinfeng Tian, Peng Cheng, Zhuo Chen, Mingqi Li, Honglin Hu, Yonghui Li, Branka Vucetic
A Machine Learning-Enabled Spectrum Sensing Method for OFDM Systems. IEEE Trans. Veh. Technol. 68 (11) (2019)
He Chen, Rana Abbas, Peng Cheng, Mahyar Shirvanimoghaddam, Wibowo Hardjawana, Wei Bao, Yonghui Li, Branka Vucetic
Ultra-Reliable Low Latency Cellular Networks: Use Cases, Challenges and Approaches. IEEE Commun. Mag. 56 (12) (2018)
Yizhen Xu, Peng Cheng, Zhuo Chen, Yonghui Li, Branka Vucetic
Mobile Collaborative Spectrum Sensing for Heterogeneous Networks: A Bayesian Machine Learning Approach. IEEE Trans. Signal Process. 66 (21) (2018)
Qibo Qin, Lin Gui, Peng Cheng, Bo Gong
Time-Varying Channel Estimation for Millimeter Wave Multiuser MIMO Systems. IEEE Trans. Veh. Technol. 67 (10) (2018)
Yizhen Xu, Peng Cheng, Zhuo Chen, Yongjun Hu, Yonghui Li, Branka Vucetic
Mobile Bayesian Spectrum Learning for Heterogeneous Networks. ICASSP (2018)
Peng Cheng, Zhuo Chen, J. Andrew Zhang, Yonghui Li, Branka Vucetic
A Unified Precoding Scheme for Generalized Spatial Modulation. IEEE Trans. Commun. 66 (6) (2018)
Peng Cheng, Zhuo Chen, J. Andrew Zhang, Yonghui Li, Branka Vucetic
Low-Complexity Precoding for Spatial Modulation. VTC Fall (2017)
Chang-Kyung Sung, Frank de Hoog, Zhuo Chen, Peng Cheng, Dan Popescu
Interference Mitigation Based on Bayesian Compressive Sensing for Wireless Localization Systems in Unlicensed Band. IEEE Trans. Veh. Technol. 66 (8) (2017)
He Chen, Rana Abbas, Peng Cheng, Mahyar Shirvanimoghaddam, Wibowo Hardjawana, Wei Bao, Yonghui Li, Branka Vucetic
Ultra-Reliable Low Latency Cellular Networks: Use Cases, Challenges and Approaches. CoRR (2017)
Peng Cheng, Yonghui Li, Zhuo Chen, Branka Vucetic
High-resolution wideband spectrum sensing based on sparse Bayesian learning. PIMRC (2017)
Jian A. Zhang, Zhuo Chen, Peng Cheng, Xiaojing Huang
Multiple-measurement vector based implementation for single-measurement vector sparse Bayesian learning with reduced complexity. Signal Process. 118 (2016)
Jian A. Zhang, Wei Ni, Peng Cheng, Yin Lu
Angle-of-Arrival Estimation Using Different Phase Shifts Across Subarrays in Localized Hybrid Arrays. IEEE Commun. Lett. 20 (11) (2016)
Chunyang Wang, Peng Cheng, Zhuo Chen, Jian A. Zhang, Yue Xiao, Lin Gui
Near-ML Low-Complexity Detection for Generalized Spatial Modulation. IEEE Commun. Lett. 20 (3) (2016)
Peng Cheng, Zhuo Chen, Frank de Hoog, Chang-Kyung Sung
Sparse Blind Carrier-Frequency Offset Estimation for OFDMA Uplink. IEEE Trans. Commun. 64 (12) (2016)
Audri Biswas, Sam Reisenfeld, Mark Hedley, Zhuo Chen, Peng Cheng
Localization of Primary Users by Exploiting Distance Separation Between Secondary Users. CrownCom (2015)
Bo Gong, Peng Cheng, Zhuo Chen, Ning Liu, Lin Gui, Frank de Hoog
Spatiotemporal Compressive Network Coding for Energy-Efficient Distributed Data Storage in Wireless Sensor Networks. IEEE Commun. Lett. 19 (5) (2015)
Chunyang Wang, Peng Cheng, Zhuo Chen, Ning Liu, Lin Gui
Practical Spatiotemporal Compressive Network Coding for Energy-Efficient Distributed Data Storage in Wireless Sensor Networks. VTC Spring (2015)
Chang-Kyung Sung, Frank de Hoog, Zhuo Chen, Peng Cheng, Dan Popescu
Time of arrival estimation and interference mitigation based on Bayesian compressive sensing. ICC (2015)
Peng Cheng, Zhuo Chen, Yun Rui, Y. Jay Guo, Mohsen Guizani
Limited Feedback Unitary Precoding for MIMO Full Stream Transmission. IEEE Trans. Veh. Technol. 63 (8) (2014)
Peng Cheng, Zhuo Chen
Multidimensional Compressive Sensing Based Analog CSI Feedback for Massive MIMO-OFDM Systems. VTC Fall (2014)
Peng Cheng, Zhuo Chen, Chang-Kyung Sung
MIMO-OFDM channel feedback based on distributed compressive sensing: A new perspective. PIMRC (2014)
Peng Cheng, Zhuo Chen, Chen Qiu, Lin Gui, Y. Jay Guo, Yun Rui
Stream Maximization Transmission for MIMO Systems with Limited Feedback Unitary Precoding. VTC Spring (2013)
Suyue Li, Jian Xiong, Peng Cheng, Lin Gui, Youyun Xu
Low-Complexity ICI Cancellation Based on BEM for OFDM Systems over Doubly Selective Channels. IEICE Trans. Commun. (6) (2013)
Yun Rui, Peng Cheng, Mingqi Li, Q. T. Zhang, Mohsen Guizani
Carrier aggregation for LTE-advanced: uplink multiple access and transmission enhancement features. IEEE Wirel. Commun. 20 (4) (2013)
Yun Rui, Lei Deng, Peng Cheng, Q. T. Zhang, Mingqi Li
Energy-efficient multi-mode transmission in uplink virtual MIMO systems. ICC (2013)
Peng Cheng, Zhuo Chen, Lin Gui, Y. Jay Guo, Meixia Tao, Yun Rui
Distributed sparse channel estimation for OFDM systems with high mobility. ICC (2013)
Peng Cheng, Zhuo Chen, Yun Rui, Y. Jay Guo, Lin Gui, Meixia Tao, Q. T. Zhang
Channel Estimation for OFDM Systems over Doubly Selective Channels: A Distributed Compressive Sensing Based Approach. IEEE Trans. Commun. 61 (10) (2013)
Lei Deng, Yun Rui, Peng Cheng, Jun Zhang, Q. T. Zhang, Mingqi Li
A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks. IEEE Commun. Lett. 17 (1) (2013)
Peng Cheng, Zhuo Chen, Y. Jay Guo, Lin Gui
Distributed Bayesian compressive sensing based blind carrier-frequency offset estimation for interleaved OFDMA uplink. PIMRC (2013)
Yun Rui, Q. T. Zhang, Lei Deng, Peng Cheng, Mingqi Li
Mode Selection and Power Optimization for Energy Efficiency in Uplink Virtual MIMO Systems. IEEE J. Sel. Areas Commun. 31 (5) (2013)
Yun Rui, Q. T. Zhang, Mingqi Li, Lei Deng, Peng Cheng
Energy efficiency optimization in uplink virtual MIMO systems. ICC (2012)
Peng Cheng, Lei Deng, Hui Yu, Youyun Xu, Hailong Wang
Resource allocation for cognitive networks with D2D communication: An evolutionary approach. WCNC (2012)
Peng Cheng, Lin Gui, Meixia Tao, Y. Jay Guo, Xiaojing Huang, Yun Rui
Sparse channel estimation for OFDM transmission over two-way works. ICC (2012)
Jian Xiong, Lin Gui, Huafen Liu, Peng Cheng
On Channel Estimation and Equalization in 2 × 1 MISO TDS-OFDM Based Terrestrial DTV Systems. IEEE Trans. Broadcast. 58 (1) (2012)
Peng Cheng, Lin Gui, Yun Rui, Y. Jay Guo, Xiaojing Huang, Wenjun Zhang
Compressed Sensing Based Channel Estimation for Two-Way Relay Networks. IEEE Wirel. Commun. Lett. 1 (3) (2012)
Anjin Guo, Peng Cheng, Xinbing Wang, Yun Rui, Xiaoying Gan, Hui Yu
Evolution Framework for Resource Allocation with Local Interaction: An Infection Approach. ICC (2011)
Peng Cheng, Meixia Tao, Yue Xiao, Wenjun Zhang
V-OFDM: On Performance Limits over Multi-Path Rayleigh Fading Channels. IEEE Trans. Commun. 59 (7) (2011)
Yue Xiao, Qihui Liang, Peng Cheng, Lilin Dan, Shaoqian Li
Sequence Selection for Selected Mapping in OFDM. IEICE Trans. Commun. (5) (2011)
Peng Cheng, Meixia Tao, Wenjun Zhang
A New SLNR-based Linear Precoding for Downlink Multi-User Multi-Stream MIMO Systems CoRR (2010)
Yue Xiao, Peng Cheng, Xu He, Shaoqian Li
Improved IFDMA Transmission Structure on SISO and MISO Channels. IEICE Trans. Commun. (8) (2010)
Peng Cheng, Meixia Tao, Wenjun Zhang
A New SLNR-Based Linear Precoding for Downlink Multi-User Multi-Stream MIMO Systems. IEEE Commun. Lett. 14 (11) (2010)
Lilin Dan, Peng Cheng, Yue Xiao, Shaoqian Li
A Low Complexity User Grouping Scheme for PAPR reduction in MC-CDMA Systems using Joint Spreading and IFFT. VTC Fall (2009)
Lilin Dan, Peng Cheng, Yue Xiao, Shaoqian Li
A Low Complexity Peak Estimation Scheme for PAPR Reduction in OFDM Systems. PACCS (2009)
Lilin Dan, Yue Xiao, Peng Cheng, Gang Wu, Shaoqian Li
A low-complexity multiple signal representation scheme in downlink OFDM-CDMA. Sci. China Ser. F Inf. Sci. 52 (12) (2009)
Qingsong Wen, Yue Xiao, Peng Cheng, Lilin Dan, Shaoqian Li
A Modified Partial Transmit Sequence Scheme for PAPR Reduction in OFDM System. VTC Fall (2008)
Peng Cheng, Yue Xiao, Lilin Dan, Shaoqian Li
Improved SLM for PAPR Reduction in OFDM System. PIMRC (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peng Cheng