2025
Matching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks.
IEEE Trans. Veh. Technol., February, 2025
Wireless Power Transfer Meets Semantic Communication for Resource-Constrained IoT Networks: A Joint Transmission Mode Selection and Resource Management Approach.
IEEE Internet Things J., 2025
2024
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications.
IEEE Trans. Cogn. Commun. Netw., December, 2024
Outage-Constrained Throughput Maximization for MISO Symbiotic Radio Systems.
IEEE Trans. Veh. Technol., November, 2024
CORA: Channel Occupancy-Aware Resource Allocation in LoRa Wireless Networks.
IEEE Trans. Veh. Technol., November, 2024
Countering Eavesdroppers With Meta- Learning-Based Cooperative Ambient Backscatter Communications.
IEEE Trans. Wirel. Commun., October, 2024
AoI-Aware Sensing Scheduling and Trajectory Optimization for Multi-UAV-Assisted Wireless Backscatter Networks.
IEEE Trans. Veh. Technol., October, 2024
SWIPT-Enabled MISO Ad Hoc Network Underlay RSMA-Based System With IRS.
IEEE Trans. Wirel. Commun., September, 2024
Deep Reinforcement Learning for Optimizing Restricted Access Window in IEEE 802.11ah MAC Layer.
Sensors, May, 2024
CBDTF: A Distributed and Trustworthy Data Trading Framework for Mobile Crowdsensing.
IEEE Trans. Veh. Technol., March, 2024
Computational Rate Maximization for IRS-Assisted Full-Duplex Wireless-Powered MEC Systems.
IEEE Trans. Veh. Technol., January, 2024
DRL-Based Contract Incentive for Wireless-Powered and UAV-Assisted Backscattering MEC System.
IEEE Trans. Cloud Comput., 2024
Exploiting NOMA Transmissions in Multi-UAV-assisted Wireless Networks: From Aerial-RIS to Mode-switching UAVs.
CoRR, 2024
Lyapunov-guided Deep Reinforcement Learning for Semantic-aware AoI Minimization in UAV-assisted Wireless Networks.
CoRR, 2024
Multi-Time Scale Service Caching and Pricing in MEC Systems with Dynamic Program Popularity.
CoRR, 2024
Can We Enhance the Quality of Mobile Crowdsensing Data Without Ground Truth?
CoRR, 2024
Exploiting Mode-Switching between Aerial-RIS and Active Radio in UAV-Assisted Wireless Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Dynamic Network Selection for URLLC and eMBB Applications in Sub-6GHz-mmWave-THz Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Exploiting Deep Reinforcement Learning for Stochastic AoI Minimization in Multi-UAV-assisted Wireless Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
SWIPT-Enabled MISO Ad Hoc Network Underlay RSMA-based Cellular Network with IRS.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Joint Energy Harvesting, Semantic Transmission Selection, Channel Allocation and Power Control for Resource-Constrained IoT Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Primary Rate Maximization in Movable Antennas Empowered Symbiotic Radio Communications.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Delay-Tolerant Multi-Agent DRL for Trajectory Planning and Transmission Control in UAV-Assisted Wireless Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
A Hierarchical Learning Approach for Capacity Enhancement via Access Mode Selection in Wireless Powered Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Deep Reinforcement Learning for IRS-assisted Secure NOMA Transmissions Against Eavesdroppers.
Proceedings of the International Wireless Communications and Mobile Computing, 2024
2023
Robust Secure Transmission for Active RIS Enabled Symbiotic Radio Multicast Communications.
IEEE Trans. Wirel. Commun., December, 2023
A Spatial-Temporal Transformer Network for City-Level Cellular Traffic Analysis and Prediction.
IEEE Trans. Wirel. Commun., December, 2023
State Transition Graph-Based Spatial-Temporal Attention Network for Cell-Level Mobile Traffic Prediction.
Sensors, December, 2023
Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-Aided and Wireless-Powered Wireless Networks.
IEEE Trans. Wirel. Commun., November, 2023
Active STAR-RIS-Assisted Symbiotic Radio Communications Under Hardware Impairments.
IEEE Commun. Lett., October, 2023
Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks.
IEEE Trans. Veh. Technol., August, 2023
Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles.
IEEE Trans. Mob. Comput., April, 2023
Hierarchical Multi-Agent Deep Reinforcement Learning for Energy-Efficient Hybrid Computation Offloading.
IEEE Trans. Veh. Technol., 2023
Deep Reinforcement Learning for Joint Trajectory Planning, Transmission Scheduling, and Access Control in UAV-Assisted Wireless Sensor Networks.
Sensors, 2023
Computation Offloading and Beamforming Optimization for Energy Minimization in Wireless-Powered IRS-Assisted MEC.
IEEE Internet Things J., 2023
Federated Learning Robust to Byzantine Attacks: Achieving Zero Optimality Gap.
CoRR, 2023
Multiagent Reinforcement Learning with an Attention Mechanism for Improving Energy Efficiency in LoRa Networks.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Optimization-Driven Hierarchical Learning Framework for Wireless Powered Backscatter-Aided Relay Communications.
IEEE Trans. Wirel. Commun., 2022
Robust Beamforming Optimization for Self-Sustainable Intelligent Reflecting Surface Assisted Wireless Networks.
IEEE Trans. Cogn. Commun. Netw., 2022
When Optimization Meets Machine Learning: The Case of IRS-Assisted Wireless Networks.
IEEE Netw., 2022
Hybrid market-based resources allocation in Mobile Edge Computing systems under stochastic information.
Future Gener. Comput. Syst., 2022
Hierarchical Learning Approach for Age-of-Information Minimization in Wireless Sensor Networks.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022
Hierarchical Multi-Agent Deep Reinforcement Learning for Backscatter-aided Data Offloading.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Reconfigurable Intelligent Surface Assisted Secure Symbiotic Radio Multicast Communications.
Proceedings of the 96th Vehicular Technology Conference, 2022
Energy Minimization for Wireless Powered Data Offloading in IRS-assisted MEC for Vehicular Networks.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022
Optimization-driven Deep Reinforcement Learning for Sniffer Patrolling in Wireless Networks.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022
AoI-aware Scheduling and Trajectory Optimization for Multi-UAV-assisted Wireless Networks.
Proceedings of the IEEE Global Communications Conference, 2022
Deep Reinforcement Learning based Contract Incentive for UAVs and Energy Harvest Assisted Computing.
Proceedings of the IEEE Global Communications Conference, 2022
2021
A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems.
IEEE Trans. Knowl. Data Eng., 2021
Optimized Energy and Information Relaying in Self-Sustainable IRS-Empowered WPCN.
IEEE Trans. Commun., 2021
Trustworthy and Context-Aware Distributed Online Learning With Autoscaling for Content Caching in Collaborative Mobile Edge Computing.
IEEE Trans. Cogn. Commun. Netw., 2021
Robust Beamforming for IRS-assisted Wireless Communications under Channel Uncertainty.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021
Boosting Secret Key Generation for IRS-Assisted Symbiotic Radio Communications.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021
Clustering Analysis of Learners' Watching Sequences on MOOC Videos.
Proceedings of the 16th International Conference on Computer Science & Education, 2021
Adaptive Network Formation and Trajectory Optimization for Multi-UAV-Assisted Wireless Data Offloading.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
2020
IRS-Based Wireless Jamming Attacks: When Jammers Can Attack Without Power.
IEEE Wirel. Commun. Lett., 2020
"Borrowing Arrows with Thatched Boats": The Art of Defeating Reactive Jammers in IoT Networks.
IEEE Wirel. Commun., 2020
Wireless Powered Intelligent Reflecting Surfaces for Enhancing Wireless Communications.
IEEE Trans. Veh. Technol., 2020
Redundant Sniffer Deployment for Multi-Channel Wireless Network Forensics With Unreliable Conditions.
IEEE Trans. Cogn. Commun. Netw., 2020
Deep Reinforcement Learning for Backscatter-Aided Data Offloading in Mobile Edge Computing.
IEEE Netw., 2020
Joint Task Offloading and Resource Allocation in UAV-Enabled Mobile Edge Computing.
IEEE Internet Things J., 2020
Capitalizing Backscatter-Aided Hybrid Relay Communications With Wireless Energy Harvesting.
IEEE Internet Things J., 2020
Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks.
CoRR, 2020
Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications.
CoRR, 2020
Toward Smart Wireless Communications via Intelligent Reflecting Surfaces: A Contemporary Survey.
IEEE Commun. Surv. Tutorials, 2020
Optimization-driven Hierarchical Deep Reinforcement Learning for Hybrid Relaying Communications.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
Joint Energy Beamforming and Optimization for Intelligent Reflecting Surface Enhanced Communications.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops, 2020
Intelligent Reflecting Surface Assisted Wireless Powered Communication Networks.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops, 2020
Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications.
Proceedings of the IEEE Global Communications Conference, 2020
2019
A Cellular Backhaul Virtualization Market Design for Green Small-Cell Networks.
IEEE Trans. Green Commun. Netw., 2019
Robust Transmissions in Wireless-Powered Multi-Relay Networks With Chance Interference Constraints.
IEEE Trans. Commun., 2019
Introduction to the special section on deep reinforcement learning for future wireless communication networks.
IEEE Trans. Cogn. Commun. Netw., 2019
Exploiting Backscatter-Aided Relay Communications With Hybrid Access Model in Device-to-Device Networks.
IEEE Trans. Cogn. Commun. Netw., 2019
Backscatter-Aided Cooperative Relay Communications in Wireless-Powered Hybrid Radio Networks.
IEEE Netw., 2019
Passive Relaying Game for Wireless Powered Internet of Things in Backscatter-Aided Hybrid Radio Networks.
IEEE Internet Things J., 2019
Towards Smart Radio Environment for Wireless Communications via Intelligent Reflecting Surfaces: A Comprehensive Survey.
CoRR, 2019
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey.
IEEE Commun. Surv. Tutorials, 2019
Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption.
IEEE Access, 2019
Collaborative Relay Beamforming with Direct Links in Wireless Powered Communications.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Backscatter-Aided Relay Communications in Wireless Powered Hybrid Radio Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
Dynamic Games in Federated Learning Training Service Market.
Proceedings of the IEEE Pacific Rim Conference on Communications, 2019
Backscatter-Aided Hybrid Data Offloading for Mobile Edge Computing via Deep Reinforcement Learning.
Proceedings of the Machine Learning and Intelligent Communications, 2019
Mobile Device Training Strategies in Federated Learning: An Evolutionary Game Approach.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019
Joint Transmission Scheduling and Power Allocation in Wirelessly Powered Hybrid Radio Networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2019
Backscatter-Assisted Computation Offloading for Energy Harvesting IoT Devices via Policy-based Deep Reinforcement Learning.
Proceedings of the 2019 IEEE/CIC International Conference on Communications in China, 2019
Online Learning for Context-Aware Multi-User Package Delivery System with Unmanned Vehicles.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Crowdsourcing for Mobile Edge Caching: A Game-Theoretic Analysis.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Backscatter-Aided Hybrid Data Offloading for Wireless Powered Edge Sensor Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Secure Beamforming Design for MISO SWIPT Systems: An Indirectly Optimized Approach.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Backscatter-Assisted Hybrid Relaying Strategy for Wireless Powered IoT Communications.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Anomaly Detection Based on Spatio-Temporal and Sparse Features of Network Traffic in VANETs.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Defend Jamming Attacks: How to Make Enemies Become Friends.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
2018
LiPro: light-based indoor positioning with rotating handheld devices.
Wirel. Networks, 2018
Performance Analysis of RF-Powered Cognitive Radio Networks with Integrated Ambient Backscatter Communications.
Wirel. Commun. Mob. Comput., 2018
Backscatter Relay Communications Powered by Wireless Energy Beamforming.
IEEE Trans. Commun., 2018
Robust Spectrum Monitoring in Cognitive Radio Networks With Uncertain Traffic Information.
IEEE Access, 2018
Secure and Efficient Content Distribution in Crowdsourced Vehicular Content-Centric Networking.
IEEE Access, 2018
Robust Caching Control in Crowdsourced Content-Centric Mobile Networking.
IEEE Access, 2018
Tree-Based Contextual Learning for Online Job or Candidate Recommendation With Big Data Support in Professional Social Networks.
IEEE Access, 2018
Performance analysis of ambient backscatter communications in RF-powered cognitive radio networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Passive relaying scheme via backscatter communications in cooperative wireless networks.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018
Achieving Stable and Optimal Passenger-Driver Matching in Ride-Sharing System.
Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018
Joint Optimization of Wireless Power Transfer and Collaborative Beamforming for Relay Communications.
Proceedings of the IEEE Globecom Workshops, 2018
A Game Theoretic Approach for Backscatter-Aided Relay Communications in Hybrid Radio Networks.
Proceedings of the IEEE Global Communications Conference, 2018
2017
Distributionally Robust Collaborative Beamforming in D2D Relay Networks With Interference Constraints.
IEEE Trans. Wirel. Commun., 2017
Fair Resource Allocation Algorithm for Chunk Based OFDMA Multi-User Networks.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Performance Analysis for Content Distribution in Crowdsourced Content-Centric Mobile Networking.
Proceedings of the Quality, Reliability, Security and Robustness in Heterogeneous Systems, 2017
Performance Analysis of Full-Duplex D2D Communications in Multi-Tier Heterogeneous Wireless Networks.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Robust Radio Mode Selection in Wirelessly Powered Communications with Uncertain Channel Information.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Robust Cooperative Routing for Ambient Backscatter Wireless Sensor Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Robust Optimal Spectrum Patrolling for Passive Monitoring in Cognitive Radio Networks.
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017
Cooperative Multi-relay Assisted Multicast Beamforming in Wirelessly Powered Communications.
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017
2016
Optimal Scheduling and Beamforming in Relay Networks With Energy Harvesting Constraints.
IEEE Trans. Wirel. Commun., 2016
Distributionally Robust Relay Beamforming in Wireless Communications.
Proceedings of the 19th ACM International Conference on Modeling, 2016
Robust Relay Beamforming in Device-to-Device Networks with Energy Harvesting Constraints.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
Distributed Power Control With Robust Protection for PUs in Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2015
Robust optimization of cognitive radio networks powered by energy harvesting.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
2014
A game theoretic approach for robust power control in cognitive radio networks.
Proceedings of the IEEE Global Communications Conference, 2014
2013
Robust optimization and its applications in cognitive radio networks.
PhD thesis, 2013
Robust Performance of Spectrum Sensing in Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2013
Robust Power Control with Distribution Uncertainty in Cognitive Radio Networks.
IEEE J. Sel. Areas Commun., 2013
BigDataBench: a Big Data Benchmark Suite from Web Search Engines.
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CoRR, 2013
Robust power control in cognitive radio networks with channel uncertainty.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Performance bounds of energy detection with signal uncertainty in cognitive radio networks.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
2012
Deferrable load scheduling of smart meter with intermittent communication connection.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
Robust threshold design for cooperative sensing in cognitive radio networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
Spectrum sensing under distribution uncertainty in cognitive radio networks.
Proceedings of IEEE International Conference on Communications, 2012
On-demand spectrum sharing by flexible time-slotted cognitive radio networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
2010
PhoenixCloud: Provisioning Resources for Heterogeneous Workloads in Cloud Computing
CoRR, 2010
PhoenixCloud: Provisioning Resources for Heterogeneous Cloud Workloads
CoRR, 2010
Two-Phase Indoor Positioning Technique in Wireless Networking Environment.
Proceedings of IEEE International Conference on Communications, 2010
Maximize Secondary User Throughput via Optimal Sensing in Multi-Channel Cognitive Radio Networks.
Proceedings of the Global Communications Conference, 2010
2009
Power efficiency maximization in cognitive radio networks.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Threshold-Learning in Local Spectrum Sensing of Cognitive Radio.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009
2006
A Crowd Evacuation System in Emergency Situation Based on Dynamics Model.
Proceedings of the Interactive Technologies and Sociotechnical Systems, 2006