Honggang Zhang
Orcid: 0000-0003-1492-1364Affiliations:
- Zhejiang University, College of Information Science and Electronic Engineering, China
- Supélec, Gif-sur-Yvette, France
According to our database1,
Honggang Zhang
authored at least 218 papers
between 2005 and 2024.
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Bibliography
2024
NetGPT: An AI-Native Network Architecture for Provisioning Beyond Personalized Generative Services.
IEEE Netw., November, 2024
Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception.
IEEE Trans. Veh. Technol., September, 2024
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning With Efficient Communication.
IEEE Trans. Wirel. Commun., January, 2024
Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles.
IEEE Trans. Veh. Technol., 2024
CoRR, 2024
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach.
CoRR, 2024
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G.
CoRR, 2024
Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ.
CoRR, 2024
IEEE Commun. Surv. Tutorials, 2024
Dynamic Neuropsychological Approach for Multi-Quality Image Assessment Using Grey-Topological Data Analysis.
IEEE Access, 2024
Multiple Gradient Descent-based Reinforcement Learning for Multi-Task Semantic Broadcast Communication.
Proceedings of the Twenty-fifth International Symposium on Theory, 2024
2023
IEEE Netw., September, 2023
Secure and Efficient Stigmergy-Empowered Blockchain Framework for Heterogeneous Collaborative Services in the Internet of Vehicles.
IEEE Commun. Mag., September, 2023
AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching.
IEEE Trans. Cogn. Commun. Netw., April, 2023
IEEE Wirel. Commun., February, 2023
Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance.
CoRR, 2023
Rethinking Collaborative Perception from the Spatial-Temporal Importance of Semantic Information.
CoRR, 2023
NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services.
CoRR, 2023
EEG Signal-Assisted Algebraic Topological Feature-Enhanced Deep Neural Networks for Gestalt Illusory Contour Perception.
IEEE Access, 2023
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023
Decomposition-based Multi-Agent Distributional Reinforcement Learning for Task-Oriented UAV Collaboration with Noisy Rewards.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023
Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles.
Proceedings of the IEEE Global Communications Conference, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
2022
IEEE Wirel. Commun. Lett., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
RAN Information-Assisted TCP Congestion Control Using Deep Reinforcement Learning With Reward Redistribution.
IEEE Trans. Commun., 2022
Adaptive Bit Rate Control in Semantic Communication With Incremental Knowledge-Based HARQ.
IEEE Open J. Commun. Soc., 2022
Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems.
IEEE J. Sel. Areas Commun., 2022
Trustable Policy Collaboration Scheme for Multi-Agent Stigmergic Reinforcement Learning.
IEEE Commun. Lett., 2022
Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning.
CoRR, 2022
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Demo: Deep Reinforcement Learning for Resource Management in Cellular Network Slicing.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network.
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Mob. Comput., 2021
An efficient pruning scheme of deep neural networks for Internet of Things applications.
EURASIP J. Adv. Signal Process., 2021
CoRR, 2021
Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms.
CoRR, 2021
Graph Attention Network-based DRL for Network Slicing Management in Dense Cellular Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021
2020
IEEE Wirel. Commun., 2020
Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective.
IEEE Trans. Wirel. Commun., 2020
Study on Base Station Topology in National Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics.
IEEE Syst. J., 2020
GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing.
IEEE J. Sel. Areas Commun., 2020
The LSTM-Based Advantage Actor-Critic Learning for Resource Management in Network Slicing With User Mobility.
IEEE Commun. Lett., 2020
Intelligent Slicing of Radio Resource Control Layer for Cellular IoT: Design and Implementation.
CoRR, 2020
IEEE Access, 2020
Proceedings of the 23rd International Symposium on Wireless Personal Multimedia Communications, 2020
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020
The Implementation of Asynchronous Advantage Actor-Critic with Stigmergy in Network-assisted Multi-agent System.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020
Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE Global Communications Conference, 2020
2019
Fundamentals on Base Stations in Urban Cellular Networks: From the Perspective of Algebraic Topology.
IEEE Wirel. Commun. Lett., 2019
The Stochastic Geometry Analyses of Cellular Networks With $\alpha$ -Stable Self-Similarity.
IEEE Trans. Commun., 2019
Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2019
IEEE Internet Things J., 2019
Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning.
IEEE Internet Things J., 2019
Multicast scheduling for delay-energy trade-off under bursty request arrivals in cellular networks.
IET Commun., 2019
Deep Reinforcement Learning With Discrete Normalized Advantage Functions for Resource Management in Network Slicing.
IEEE Commun. Lett., 2019
CoRR, 2019
IEEE Commun. Mag., 2019
Demo: The Design and Implementation of Intelligent Software Defined Security Framework.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019
Statistics-Enhanced Destination Prediction Model for Multi-Users Based on Deep Learning.
Proceedings of the 19th IEEE International Conference on Communication Technology, 2019
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
GAN-Based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019
Proceedings of the ACM Turing Celebration Conference - China, 2019
2018
Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning.
IEEE Trans. Mob. Comput., 2018
IET Commun., 2018
Fundamentals on Base Stations in Cellular Networks: From the Perspective of Algebraic Topology.
CoRR, 2018
Study on Base Station Topology in Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics.
CoRR, 2018
IEEE Access, 2018
Deep Learning-Based Intelligent Dual Connectivity for Mobility Management in Dense Network.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
Proceedings of the 25th International Conference on Telecommunications, 2018
2017
IEEE Wirel. Commun., 2017
IEEE Trans. Wirel. Commun., 2017
IEEE Syst. J., 2017
IEEE Commun. Lett., 2017
Decision making policy for RF energy harvesting enabled cognitive radios in decentralized wireless networks.
Digit. Signal Process., 2017
CoRR, 2017
On the Capacity of Wireless Networks with Fractal and Hierarchical Social Communications.
CoRR, 2017
CoRR, 2017
IEEE Access, 2017
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017
Joint computation offloading and data caching with delay optimization in mobile-edge computing systems.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
A revisiting to queueing theory for mobile instant messaging with keep-alive mechanism in cellular networks.
Proceedings of the IEEE International Conference on Communications, 2017
2016
Not Call Me Cellular Any More: The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks.
CoRR, 2016
CoRR, 2016
Network slicing as a service: enabling enterprises' own software-defined cellular networks.
IEEE Commun. Mag., 2016
IEEE Commun. Mag., 2016
What is the Best Spatial Distribution to Model Base Station Density? A Deep Dive into Two European Mobile Networks.
IEEE Access, 2016
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016
Energy-Efficient User Association and Downlink Power Allocation in Software Defined HetNet.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016
Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016
Architecture and Application of SDN/NFV-enabled Space-Terrestrial Integrated Network.
Proceedings of the Space Information Networks - First International Conference, 2016
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
On the dependence between base stations deployment and traffic spatial distribution in cellular networks.
Proceedings of the 23rd International Conference on Telecommunications, 2016
A transfer learning framework for energy efficient Wi-Fi networks and performance analysis using real data.
Proceedings of the 2016 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2016
2015
Optimal Base Station Sleeping in Green Cellular Networks: A Distributed Cooperative Framework Based on Game Theory.
IEEE Trans. Wirel. Commun., 2015
Reconfigurable Filter Bank With Complete Control Over Subband Bandwidths for Multistandard Wireless Communication Receivers.
IEEE Trans. Very Large Scale Integr. Syst., 2015
Energy-Efficiency Oriented Traffic Offloading in Wireless Networks: A Brief Survey and a Learning Approach for Heterogeneous Cellular Networks.
IEEE J. Sel. Areas Commun., 2015
IEEE Commun. Lett., 2015
Corrigendum to "Low complexity and efficient dynamic spectrum learning and tunable bandwidth access for heterogeneous decentralized cognitive radio networks" [Digital Signal Processing 37 (Feb. 2015) 13-23].
Digit. Signal Process., 2015
Low complexity and efficient dynamic spectrum learning and tunable bandwidth access for heterogeneous decentralized cognitive radio networks.
Digit. Signal Process., 2015
IEEE Commun. Mag., 2015
On the limits of predictability in real-world radio spectrum state dynamics: from entropy theory to 5G spectrum sharing.
IEEE Commun. Mag., 2015
Large-Scale Spatial Distribution Identification of Base Stations in Cellular Networks.
IEEE Access, 2015
On the Spatial Distribution of Base Stations and Its Relation to the Traffic Density in Cellular Networks.
IEEE Access, 2015
Understanding the Traffic Nature of Mobile Instantaneous Messaging in Cellular Networks: A Revisiting to α-Stable Models.
IEEE Access, 2015
Dynamic spectrum access with tunable bandwidth for multi-standard cognitive radio receivers.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015
A learning approach for traffic offloading in stochastic heterogeneous cellular networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Energy Efficiency Analysis of Heterogeneous Cellular Networks with Downlink and Uplink Decoupling.
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
An efficient policy for D2D communications and energy harvesting in cognitive radios: Go Bayesian!
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
IEEE Wirel. Commun. Lett., 2014
IEEE Wirel. Commun., 2014
IEEE Wirel. Commun., 2014
TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks.
IEEE Trans. Wirel. Commun., 2014
IEEE Trans. Circuits Syst. II Express Briefs, 2014
Adaptive multi-task compressive sensing for localisation in wireless local area networks.
IET Commun., 2014
IEEE Commun. Lett., 2014
Energy savings scheme in radio access networks via compressive sensing-based traffic load prediction.
Trans. Emerg. Telecommun. Technol., 2014
Large-scale Spatial Distribution Identification of Base Stations in Cellular Networks.
CoRR, 2014
IEEE Commun. Mag., 2014
The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice.
IEEE Commun. Mag., 2014
A game-theoretic approach for optimal base station sleeping in green cellular networks.
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014
Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Efficient decentralized dynamic spectrum learning and access policy for multi-standard multi-user cognitive radio networks.
Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014
An approximate algorithm of controller configuration in multi-domain SDN architecture.
Proceedings of the 9th International Conference on Communications and Networking in China, 2014
Proceedings of the 1st International Workshop on Cognitive Cellular Systems, 2014
2013
Stochastic Power Adaptation with Multiagent Reinforcement Learning for Cognitive Wireless Mesh Networks.
IEEE Trans. Mob. Comput., 2013
EURASIP J. Wirel. Commun. Netw., 2013
On Improving Energy Efficiency within Green Femtocell Networks: A Hierarchical Reinforcement Learning Approach
CoRR, 2013
Compressive sensing based overhead reduction scheme in multi-antenna downlink management.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013
Detection of primary user emulation attacks based on compressive sensing in cognitive radio networks.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013
Location information based interference control for cognitive radio network in TV white spaces.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
On the cooperation between cognitive radio users and femtocell networks for cooperative spectrum sensing and self-organization.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Proceedings of the IEEE 24th International Symposium on Personal, 2013
Combined learning for resource allocation in autonomous heterogeneous cellular networks.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013
Improving energy efficiency in Green femtocell networks: A hierarchical reinforcement learning framework.
Proceedings of IEEE International Conference on Communications, 2013
Proceedings of the 2013 IEEE Global Communications Conference, 2013
Blind free band detector based on the sparsity of the Cyclic Autocorrelation function.
Proceedings of the 21st European Signal Processing Conference, 2013
Reciprocity inspired learning for opportunistic spectrum access in cognitive radio networks.
Proceedings of the 8th International Conference on Cognitive Radio Oriented Wireless Networks, 2013
2012
Improving Energy Efficiency in Femtocell Networks: A Hierarchical Reinforcement Learning Framework
CoRR, 2012
Conjectural variations in multi-agent reinforcement learning for energy-efficient cognitive wireless mesh networks.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012
Proceedings of the International Symposium on Communications and Information Technologies, 2012
Proceedings of the International Symposium on Communications and Information Technologies, 2012
GM-PAB: A grid-based energy saving scheme with predicted traffic load guidance for cellular networks.
Proceedings of IEEE International Conference on Communications, 2012
Energy saving through a learning framework in greener cellular radio access networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
Proceedings of the 7th International Conference on Communications and Networking in China, 2012
2011
Reinforcement Learning Enhanced Iterative Power Allocation in Stochastic Cognitive Wireless Mesh Networks.
Wirel. Pers. Commun., 2011
IEEE Wirel. Commun., 2011
Compressed sensing for efficient random routing in multi-hop wireless sensor networks.
Int. J. Commun. Networks Distributed Syst., 2011
Power Allocation for Cognitive Wireless Mesh Networks by Applying Multi-agent Q-learning Approach
CoRR, 2011
Proceedings of the 74th IEEE Vehicular Technology Conference, 2011
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011
Dynamic energy savings in heterogeneous cellular networks based on traffic prediction using compressive sensing.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011
Collaborative spectrum sharing based on information pooling for cognitive radio networks with channel heterogeneity.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011
Exploration vs exploitation for distributed channel access in cognitive radio networks: A multi-user case study.
Proceedings of the 11th International Symposium on Communications and Information Technologies, 2011
Proceedings of the 6th International ICST Conference on Communications and Networking in China, 2011
2010
IEEE Trans. Veh. Technol., 2010
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010
Adaptive threshold enhanced filter banks for wireless microphone detection in IEEE 802.22 WRAN.
Proceedings of the IEEE 21st International Symposium on Personal, 2010
2009
Intercluster Connection in Cognitive Wireless Mesh Networks Based on Intelligent Network Coding.
EURASIP J. Adv. Signal Process., 2009
Inter-cluster connection in cognitive wireless mesh networks based on intelligent network coding.
Proceedings of the IEEE 20th International Symposium on Personal, 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
2008
Guest Editorial: Special Issue on Cognitive Radio Oriented Wireless Networks and Communications.
Mob. Networks Appl., 2008
2007
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007
Proceedings of IEEE International Conference on Communications, 2007
Transmit Power Allocation among Orthogonal Pulse Wavelets for BER Performance Improvement in Cognitive UWB Radio.
Proceedings of the 4th IEEE Consumer Communications and Networking Conference, 2007
2006
Research advances in cognitive ultra wide band radio and their application to sensor networks.
Mob. Networks Appl., 2006
IEEE J. Sel. Areas Commun., 2006
High Speed Orthogonal Waveform Based Indoor Wireless Transmission by an UWB and 60 GHz Dual Band System.
Proceedings of the 3rd IEEE International Symposium on Wireless Communication Systems, 2006
Proceedings of the 1st International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2006
2005
Space-Frequency Coded Cooperative Scheme Among Distributed Nodes In Cognitive UWB Radio.
Proceedings of the IEEE 16th International Symposium on Personal, 2005
Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005