Guolin Sun

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 55

Top Topics

Reinforcement Learning

Resource Allocation

Top Venues

KSII Trans. Internet Inf. Syst.

IEEE Trans. Veh. Technol.

J. Netw. Comput. Appl.

Publications

Guolin Sun, Gordon Owusu Boateng, Kai Liu, Daniel Ayepah-Mensah, Guisong Liu
Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 73 (8) (2024)
Daniel Ayepah-Mensah, Guolin Sun, Gordon Owusu Boateng, Stephen Anokye, Guisong Liu
Blockchain-Enabled Federated Learning-Based Resource Allocation and Trading for Network Slicing in 5G. IEEE/ACM Trans. Netw. 32 (1) (2024)
Guolin Sun, Hayla Nahom Abishu, Yasin Habtamu Yacob, Chen Huan, Wei Jiang
AI-Native Blockchain for Multi-Domain Resource Trading in 6G. IEEE Commun. Mag. 62 (7) (2024)
Daniel Ayepah-Mensah, Guolin Sun, Yu Pang, Wei Jiang
Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things. CoRR (2024)
Guolin Sun, Gordon Owusu Boateng, Liyuan Luo, Huan Chen, Daniel Ayepah-Mensah, Guisong Liu
Competitive Pricing for Resource Trading in Sliced Mobile Networks: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 23 (5) (2024)
Lei Wang, Xianxun Yao, Tiancheng Song, Yangying Wang, Guolin Sun
An Elliptical Bipolar Cylindrical Coordinates Based Mixed Domain Near-Field Imaging Algorithm for Scanning 1-D Nonuniform Sparse MIMO Arrays. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tiancheng Song, Xianxun Yao, Lei Wang, Yangying Wang, Guolin Sun
Fast Factorized Kirchhoff Migration Algorithm for Near-Field Radar Imaging With Sparse MIMO Arrays. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Gerald Tietaa Maale, Guolin Sun, Noble Arden Elorm Kuadey, Thomas Kwantwi, Ruijie Ou, Guisong Liu
DeepFESL: Deep Federated Echo State Learning-Based Proactive Content Caching in UAV-Assisted Networks. IEEE Trans. Veh. Technol. 72 (9) (2023)
Ruijie Ou, Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Guisong Liu
Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach. IEEE Internet Things J. 10 (22) (2023)
Ruijie Ou, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guolin Sun, Guisong Liu
Stackelberg game-based dynamic resource trading for network slicing in 5G networks. J. Netw. Comput. Appl. 214 (2023)
Thomas Kwantwi, Guolin Sun, Noble Arden Elorm Kuadey, Gerald Tietaa Maale, Guisong Liu
Blockchain-Based Computing Resource Trading in Autonomous Multi-Access Edge Network Slicing: A Dueling Double Deep Q-Learning Approach. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Noble Arden Elorm Kuadey, Mohamed Basher Omer, Guisong Liu
Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey. IEEE Commun. Mag. 61 (12) (2023)
Sebakara Samuel Rene Adolphe, Guolin Sun, Gordon Owusu Boateng, Bruce Mareri, Ruijie Ou, Guisong Liu
SNAF: DRL-Based Interdependent E2E Resource Slicing Scheme for a Virtualized Network. IEEE Trans. Veh. Technol. 72 (7) (2023)
Gordon Owusu Boateng, Guolin Sun, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Ruijie Ou, Guisong Liu
Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 22 (10) (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Malu Zhang, Guolin Sun
Bio-inspired Active Learning method in spiking neural network. Knowl. Based Syst. 261 (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Guolin Sun, Huajin Tang
Effective Transfer Learning Algorithm in Spiking Neural Networks. IEEE Trans. Cybern. 52 (12) (2022)
Stephen Anokye, Daniel Ayepah-Mensah, Abegaz Mohammed Seid, Gordon Owusu Boateng, Guolin Sun
Deep Reinforcement Learning-Based Mobility-Aware UAV Content Caching and Placement in Mobile Edge Networks. IEEE Syst. J. 16 (1) (2022)
Guolin Sun, Kai Liu, Gordon Owusu Boateng, Guisong Liu, Wei Jiang
Intelligent Cruise Guidance and Vehicle Resource Management With Deep Reinforcement Learning. IEEE Internet Things J. 9 (5) (2022)
Eldad Antwi-Bekoe, Guisong Liu, Jean-Paul Ainam, Guolin Sun, Xiurui Xie
A deep learning approach for insulator instance segmentation and defect detection. Neural Comput. Appl. 34 (9) (2022)
Bruce Mareri, Gordon Owusu Boateng, Ruijie Ou, Guolin Sun, Yu Pang, Guisong Liu
MANTA: Multi-Lane Capsule Network Assisted Traffic Classification for 5G Network Slicing. IEEE Wirel. Commun. Lett. 11 (9) (2022)
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Victor Kwaku Agbesi, Guisong Liu, Wei Jiang
Transfer Learning for Autonomous Cell Activation Based on Relational Reinforcement Learning With Adaptive Reward. IEEE Syst. J. 16 (1) (2022)
Hayla Nahom Abishu, Abegaz Mohammed Seid, Yasin Habtamu Yacob, Tewodros Ayall, Guolin Sun, Guisong Liu
Consensus Mechanism for Blockchain-Enabled Vehicle-to-Vehicle Energy Trading in the Internet of Electric Vehicles. IEEE Trans. Veh. Technol. 71 (1) (2022)
Gordon Owusu Boateng, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Abegaz Mohammed Seid, Guolin Sun, Guisong Liu
Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Noble Arden Elorm Kuadey, Gerald Tietaa Maale, Thomas Kwantwi, Guolin Sun, Guisong Liu
DeepSecure: Detection of Distributed Denial of Service Attacks on 5G Network Slicing - Deep Learning Approach. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Abegaz Mohammed Seid, Gordon Owusu Boateng, Bruce Mareri, Guolin Sun, Wei Jiang
Multi-Agent DRL for Task Offloading and Resource Allocation in Multi-UAV Enabled IoT Edge Network. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Abegaz Mohammed Seid, Gordon Owusu Boateng, Stephen Anokye, Thomas Kwantwi, Guolin Sun, Guisong Liu
Collaborative Computation Offloading and Resource Allocation in Multi-UAV-Assisted IoT Networks: A Deep Reinforcement Learning Approach. IEEE Internet Things J. 8 (15) (2021)
Guolin Sun, Tong Zhan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs. Future Gener. Comput. Syst. 104 (2020)
Guolin Sun, Kun Xiong, Gordon Owusu Boateng, Guisong Liu, Wei Jiang
Resource slicing and customization in RAN with dueling deep Q-Network. J. Netw. Comput. Appl. 157 (2020)
Guolin Sun, Daniel Ayepah-Mensah, Anton Budkevich, Guisong Liu, Wei Jiang
Autonomous cell activation for energy saving in cloud-RANs based on dueling deep Q-network. Knowl. Based Syst. 192 (2020)
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Autonomous Resource Slicing for Virtualized Vehicular Networks With D2D Communications Based on Deep Reinforcement Learning. IEEE Syst. J. 14 (4) (2020)
Xiurui Xie, Guisong Liu, Qing Cai, Guolin Sun, Malu Zhang, Hong Qu
An end-to-end functional spiking model for sequential feature learning. Knowl. Based Syst. 195 (2020)
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Gordon Owusu Boateng, Guisong Liu
End-to-end CNN-based dueling deep Q-Network for autonomous cell activation in Cloud-RANs. J. Netw. Comput. Appl. 169 (2020)
Guolin Sun, Hisham Al-Ward, Gordon Owusu Boateng, Guisong Liu
Autonomous Cache Resource Slicing and Content Placement at Virtualized Mobile Edge Network. IEEE Access 7 (2019)
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu
Relational Reinforcement Learning Based Autonomous Cell Activation in Cloud-RANs. IEEE Access 7 (2019)
Guolin Sun, Daniel Ayepah-Mensah, Li Lu, Wei Jiang, Guisong Liu
Delay-aware content distribution via cell clustering and content placement for multiple tenants. J. Netw. Comput. Appl. 137 (2019)
Guolin Sun, Zemuy Tesfay Gebrekidan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Wei Jiang
Dynamic Reservation and Deep Reinforcement Learning Based Autonomous Resource Slicing for Virtualized Radio Access Networks. IEEE Access 7 (2019)
Guolin Sun, Kun Xiong, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Autonomous Resource Provisioning and Resource Customization for Mixed Traffics in Virtualized Radio Access Network. IEEE Syst. J. 13 (3) (2019)
Guolin Sun, Hisham Al-Ward, Gordon Owusu Boateng, Wei Jiang
Content-Aware D2D Caching for Reducing Visiting Latency in Virtualized Cellular Networks. KSII Trans. Internet Inf. Syst. 13 (2) (2019)
Kun Xiong, Sebakara Samuel Rene Adolphe, Gordon Owusu Boateng, Guisong Liu, Guolin Sun
Dynamic Resource Provisioning and Resource Customization for Mixed Traffics in Virtualized Radio Access Network. IEEE Access 7 (2019)
Guolin Sun, Gordon Owusu Boateng, Hu Huang, Wei Jiang
A Reinforcement Learning Framework for Autonomous Cell Activation and Customized Energy-Efficient Resource Allocation in C-RANs. KSII Trans. Internet Inf. Syst. 13 (8) (2019)
Guolin Sun, Timothy Dingana, Sebakara Samuel Rene Adolphe, Gordon Owusu Boateng
Cross-Talk: D2D Potentiality Based Resource Borrowing Schema for Ultra-Low Latency Transmission in Cellular Network. KSII Trans. Internet Inf. Syst. 13 (5) (2019)
Guolin Sun, Hisham Al-Ward, Gordon Owusu Boateng, Wei Jiang
Content-Aware Caching in SDN-Enabled Virtualized Wireless D2D Networks to Reduce Visiting Latency. MASS (2018)
Guolin Sun, Prince Clement Addo, Gordon Owusu Boateng, Wei Jiang
A Framework of Resource Provisioning and Customized Energy-Efficiency Optimization in Virtualized Small Cell Networks. KSII Trans. Internet Inf. Syst. 12 (12) (2018)
Guolin Sun, Gebrekidan Tesfay Zemuy, Kun Xiong
Dynamic Reservation and Deep Reinforcement Learning based Autonomous Resource Management for wireless Virtual Networks. IPCCC (2018)
Guolin Sun, Sebakara Samuel Rene Adolphe, Daniel Ayepah-Mensah
Low-complexity Dynamic Resource Slicing for Mixed Traffics in Virtualized Radio Access Network. LCN (2018)
Guolin Sun, Li Lu, Daniel Ayepah-Mensah, Xiufen Fang, Wei Jiang
Cell Virtualization with Network Partition for Initial User Association in Software Defined Small-cell Networks. KSII Trans. Internet Inf. Syst. 12 (10) (2018)
Guolin Sun, Sebakara Samuel Rene Adolphe, Hangming Zhang, Guisong Liu, Wei Jiang
User Bandwidth Demand Centric Soft-Association Control in Wi-Fi Networks. KSII Trans. Internet Inf. Syst. 11 (2) (2017)
Guolin Sun, Guohui Wang, Prince Clement Addo, Guisong Liu, Wei Jiang
Dynamic Resource Reservation for Ultra-low Latency IoT Air-Interface Slice. KSII Trans. Internet Inf. Syst. 11 (7) (2017)
Guolin Sun, Bruce Mareri, Guisong Liu, Xiufen Fang, Wei Jiang
Big Data Based Dynamic Flow Aggregation over 5G Network Slicing. KSII Trans. Internet Inf. Syst. 11 (10) (2017)
Guolin Sun, Hangming Zhang, Guisong Liu
User Demand Aware Soft-Association Control in Ultra-Dense Small Cell Networks. LCN (2016)
Guolin Sun, Kongmaing Eng, Seng Yin, Guisong Liu, Geyong Min
MARS: Multiple Access Radio Scheduling for a Multi-homed Mobile Device in Soft-RAN. KSII Trans. Internet Inf. Syst. 10 (1) (2016)
Guolin Sun, Dawit Kefyalew, Guisong Liu
Reservation based Resource Management for SDN-based UE Cloud. KSII Trans. Internet Inf. Syst. 10 (12) (2016)
Guolin Sun, Prince Clement Addo, Guohui Wang, Guisong Liu
Energy Efficient Cell Management by Flow Scheduling in Ultra Dense Networks. KSII Trans. Internet Inf. Syst. 10 (9) (2016)
Guolin Sun, Dawit Kefyalew, Guisong Liu
Joint Resource Reservation and Flow Scheduling for Ultra-Low-Latency Transmission. LCN (2016)
Guolin Sun, Guohui Wang, Guisong Liu
Air-Interface Slice Based Dynamic Resource Reservation for Ultra-Low-Latency IoT Transmissions. LCN (2016)
Guolin Sun, Guisong Liu, Yi Wang
SDN architecture for cognitive radio networks. CCS (2014)
Guolin Sun, Feng Liu, Nengfeng Liu, Guisong Liu
Extended monitoring with group localization in software defined hybrid Wi-Fi/zigbee networks: An initial prototype. WPMC (2014)
Hao Cheng, Zhenghua Luo, Guolin Sun
Non-supervised Rule for Direct Sequence Spread Spectrum Signal Sequence Acquisition. BWCCA (2014)
Guolin Sun, Guisong Liu, Yao Li, Chuan Xiao
Context-Aware Optimization on Medium Access Delay for High-Density 802.11n Wi-Fi Network. CyberC (2013)
Xiangwei Zhou, Geoffrey Ye Li, Guolin Sun
Multiuser Spectral Precoding for OFDM-Based Cognitive Radio Systems. IEEE J. Sel. Areas Commun. 31 (3) (2013)
Xiangwei Zhou, Geoffrey Ye Li, Guolin Sun
Low-Complexity Spectrum Shaping for OFDM-Based Cognitive Radio Systems. IEEE Signal Process. Lett. 19 (10) (2012)
Guolin Sun, Guodong Zhao, Jing Qiu, Ye (Geoffrey) Li
Benefits brought by cognitive radio for the next generation cellular networks: A perspective from industry. Phys. Commun. 5 (1) (2012)
Guodong Zhao, Chenyang Yang, Geoffrey Ye Li, Guolin Sun
Fractional Frequency Donation for Cognitive Interference Management among Femtocells. GLOBECOM (2011)
Xiangwei Zhou, Geoffrey Ye Li, Guolin Sun
Multiuser Spectral Precoding for OFDM-Based Cognitive Radios. GLOBECOM (2011)
Xiangwei Zhou, Geoffrey Ye Li, Guolin Sun
Low-complexity spectrum shaping for OFDM-based cognitive radios. WCNC (2011)
Guolin Sun, Jaap van de Beek
Simple distributed interference source localization for radio environment mapping. Wireless Days (2010)
Guolin Sun, Feng Ye
A FFT-window search algorithm for diversity combining in downlink multipoint joint transmission. WCNIS (2010)
Guolin Sun, Bo Hu
A minimum entropy estimation based mobile positioning algorithm. IEEE Trans. Wirel. Commun. 8 (1) (2009)
Guolin Sun, Bo Hu
Delay Analysis of IEEE 802.11 DCF with Back-off Suspension. FGCN (1) (2007)
Guolin Sun, Bo Hu
A Minimum Entropy Estimation Based Mobile Positioning Algorithm. FGCN (1) (2007)
Guolin Sun, Jie Chen, Wei Guo, K. J. Ray Liu
Signal processing techniques in network-aided positioning: a survey of state-of-the-art positioning designs. IEEE Signal Process. Mag. 22 (4) (2005)