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Pengbo Si
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 57
Top Topics
Relay Selection
Reinforcement Learning
Cellular Networks
Resource Allocation
Top Venues
GLOBECOM
ICC
IEEE Trans. Veh. Technol.
WCNC
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Publications
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Yudian Huang
,
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Haijun Zhang
,
Junfei Qiao
Resources Scheduling for Ambient Backscatter Communication-Based Intelligent IIoT: A Collective Deep Reinforcement Learning Method.
IEEE Trans. Cogn. Commun. Netw.
10 (2) (2024)
Qi Li
,
Pengbo Si
,
Yibo Zhang
,
Jingjing Wang
,
Dajun Zhang
,
F. Richard Yu
UAV Altitude, Relay Selection, and User Association Optimization for Cooperative Relay-Transmission in UAV-IRS-Based THz Networks.
IEEE Trans. Green Commun. Netw.
8 (2) (2024)
Yujie Fang
,
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Ruizhe Yang
,
Chunhai Gao
,
Yanhua Sun
Parallel Offloading and Resource Optimization for Multi-Hop Ad Hoc Network-Enabled CBTC With Mobile Edge Computing.
IEEE Trans. Veh. Technol.
73 (2) (2024)
Sixing Ma
,
Meng Li
,
Pengbo Si
,
Ruizhe Yang
,
Zhuwei Wang
Edge Intelligence and Ad Hoc Network-Empowered Resource Allocation for CBTC System.
INFOCOM (Workshops)
(2024)
Yujie Fang
,
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Ruizhe Yang
Task Offloading and Resource Management for CBTC via Multi-Hop Ad Hoc Network and MEC.
GLOBECOM
(2023)
Xinyu Ye
,
Meng Li
,
Pengbo Si
,
Ruizhe Yang
,
Zhuwei Wang
,
Yanhua Zhang
Collaborative and Intelligent Resource Optimization for Computing and Caching in IoV With Blockchain and MEC Using A3C Approach.
IEEE Trans. Veh. Technol.
72 (2) (2023)
Yudian Huang
,
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Yanhua Zhang
Performance Optimization for Energy-Efficient Industrial Internet of Things Based on Ambient Backscatter Communication: An A3C-FL Approach.
IEEE Trans. Green Commun. Netw.
7 (3) (2023)
Mengdi Zhai
,
Yang Sun
,
Yuwei Bian
,
Meng Li
,
Pengbo Si
,
Zhuwei Wang
Mobility-aware Clustering Routing Algorithm for Urban Rail Transit Ad Hoc Network.
ICCC Workshops
(2023)
Yang Gao
,
Pengbo Si
,
Kaiqi Jin
,
Teng Sun
,
Wenjun Wu
Performance Comparison of Different Deep Reinforcement Learning Algorithms for Task Scheduling Problem in Blockchain-Enabled Internet of Vehicles.
IEEE Trans. Veh. Technol.
72 (7) (2023)
Yujie Fang
,
Meng Li
,
Pengbo Si
,
Ruizhe Yang
,
Zhuwei Wang
Distributed Resource Optimization and Allocation for UAV-Assisted MEC in Internet of Vehicles.
ICCC
(2023)
Sixing Ma
,
Meng Li
,
Ruizhe Yang
,
Yang Sun
,
Zhuwei Wang
,
Pengbo Si
Next-Hop Relay Selection for Ad Hoc Network-Assisted Train-to-Train Communications in the CBTC System.
Sensors
23 (13) (2023)
Wenjun Wu
,
Feng Yang
,
Yang Gao
,
Xiaoxi Wang
,
Pengbo Si
,
Yanhua Zhang
,
Fei Richard Yu
Distributed Handoff Problem in Heterogeneous Networks With End-to-End Network Slicing: Decentralized Markov Decision Process-Based Modeling and Solution.
IEEE Trans. Wirel. Commun.
21 (12) (2022)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Yanhua Zhang
,
Yi Qian
Intelligent Resource Optimization for Blockchain-Enabled IoT in 6G via Collective Reinforcement Learning.
IEEE Netw.
36 (6) (2022)
Meng Li
,
Pan Pei
,
F. Richard Yu
,
Pengbo Si
,
Ruizhe Yang
,
Zhuwei Wang
Energy-Efficient Resource Allocation for MEC and Blockchain-Enabled IoT via CRL Approach.
GLOBECOM
(2022)
Binghui Jin
,
Yang Sun
,
Wenjun Wu
,
Qiang Gao
,
Pengbo Si
3D Environment-based Multiobjective Path Planning for Unmanned Ground Vehicles.
ISNCC
(2022)
Xin Zheng
,
Di Kang
,
Pengbo Si
,
Qiang Wu
Infrared and visible image fusion for ship targets based on scale-aware feature decomposition.
IET Image Process.
16 (14) (2022)
Meng Li
,
Pan Pei
,
F. Richard Yu
,
Pengbo Si
,
Yu Li
,
Enchang Sun
,
Yanhua Zhang
Cloud-Edge Collaborative Resource Allocation for Blockchain-Enabled Internet of Things: A Collective Reinforcement Learning Approach.
IEEE Internet Things J.
9 (22) (2022)
Xin Zheng
,
Qiyong Yang
,
Pengbo Si
,
Qiang Wu
A Multi-Stage Visible and Infrared Image Fusion Network Based on Attention Mechanism.
Sensors
22 (10) (2022)
Feng Yang
,
Wenjun Wu
,
Xiaoxi Wang
,
Yanhua Zhang
,
Pengbo Si
Deep Reinforcement Learning based Handoff Algorithm in End-to-End Network Slicing Enabling HetNets.
WCNC
(2021)
Xinyu Ye
,
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Zhuwei Wang
,
Yanhua Zhang
Reliable Data Transmission over Energy-Efficient Vehicular Network Based on Blockchain and MEC.
ICC
(2021)
Yang Gao
,
Wenjun Wu
,
Pengbo Si
,
Zhaoxin Yang
,
Fei Richard Yu
B-ReST: Blockchain-Enabled Resource Sharing and Transactions in Fog Computing.
IEEE Wirel. Commun.
28 (2) (2021)
Fei Wang
,
Pengbo Si
,
Enchang Sun
,
Yuzhao Su
BEI-TAB: Enabling Secure and Distributed Airport Baggage Tracking with Hybrid Blockchain-Edge System.
ICCT
(2021)
Xinyu Ye
,
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Zhuwei Wang
,
Yanhua Zhang
MEC and Blockchain-Enabled Energy-Efficient Internet of Vehicles Based on A3C Approach.
GLOBECOM
(2021)
Le Yang
,
Meng Li
,
Pengbo Si
,
Ruizhe Yang
,
Enchang Sun
,
Yanhua Zhang
Energy-Efficient Resource Allocation for Blockchain-Enabled Industrial Internet of Things With Deep Reinforcement Learning.
IEEE Internet Things J.
8 (4) (2021)
Yang Gao
,
Wenjun Wu
,
Haixiang Nan
,
Yang Sun
,
Pengbo Si
Deep Reinforcement Learning based Task Scheduling in Mobile Blockchain for IoT Applications.
ICC
(2020)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Ruizhe Yang
,
Zhuwei Wang
,
Yanhua Zhang
UAV-Assisted Data Transmission in Blockchain-Enabled M2M Communications with Mobile Edge Computing.
IEEE Netw.
34 (6) (2020)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Wenjun Wu
,
Yanhua Zhang
Resource Optimization for Delay-Tolerant Data in Blockchain-Enabled IoT With Edge Computing: A Deep Reinforcement Learning Approach.
IEEE Internet Things J.
7 (10) (2020)
Yang Gao
,
Wenjun Wu
,
Junyu Dong
,
Yufeng Yin
,
Pengbo Si
Deep Reinforcement Learning based Node Pairing Scheme in Edge-chain for IoT Applications.
GLOBECOM
(2020)
Pengbo Si
,
Yu Han
,
Shi Jin
Deep Learning based Millimeter Wave Beam Tracking at Mobile User: Design and Experiment.
ICCC
(2020)
Junyu Dong
,
Wenjun Wu
,
Yang Gao
,
Xiaoxi Wang
,
Pengbo Si
Deep reinforcement learning based worker selection for distributed machine learning enhanced edge intelligence in internet of vehicles.
Intell. Converged Networks
1 (3) (2020)
Chao Fang
,
Zhuwei Wang
,
Huawei Huang
,
Pengbo Si
,
F. Richard Yu
A Stackelberg-Based Optimal Profit Split Scheme in Information-Centric Wireless Networks.
ICC Workshops
(2019)
Abdel-Ghafour Abraray
,
Kazi Mohammed Saidul Huq
,
Shahid Mumtaz
,
Jonathan Rodriguez
,
Otman El Mrabet
,
Abdelkirm Farkhsi
,
Jean-Marie Floc'h
,
Pengbo Si
A Metamaterial-Inspired Small Rectenna for RF Energy Harvesting Based on a 3-Way Power Combiner.
GLOBECOM
(2019)
Ruizhe Yang
,
F. Richard Yu
,
Pengbo Si
,
Zhaoxin Yang
,
Yanhua Zhang
Integrated Blockchain and Edge Computing Systems: A Survey, Some Research Issues and Challenges.
IEEE Commun. Surv. Tutorials
21 (2) (2019)
Wenqi Liu
,
Pengbo Si
,
Enchang Sun
,
Meng Li
,
Chao Fang
,
Yanhua Zhang
Green Mobility Management in UAV-Assisted IoT Based on Dueling DQN.
ICC
(2019)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Yanhua Zhang
Energy-Efficient Machine-to-Machine (M2M) Communications in Virtualized Cellular Networks with Mobile Edge Computing (MEC).
IEEE Trans. Mob. Comput.
18 (7) (2019)
Chao Fang
,
Haipeng Yao
,
Zhuwei Wang
,
Pengbo Si
,
Yixin Chen
,
Xiaodong Wang
,
F. Richard Yu
Edge Cache-Based ISP-CP Collaboration Scheme for Content Delivery Services.
IEEE Access
7 (2019)
Meng Li
,
Pengbo Si
,
Yanhua Zhang
Delay-Tolerant Data Traffic to Software-Defined Vehicular Networks With Mobile Edge Computing in Smart City.
IEEE Trans. Veh. Technol.
67 (10) (2018)
Fei Richard Yu
,
Jianmin Liu
,
Ying He
,
Pengbo Si
,
Yanhua Zhang
Virtualization for Distributed Ledger Technology (vDLT).
IEEE Access
6 (2018)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Yanhua Zhang
Green Machine-to-Machine Communications with Mobile Edge Computing and Wireless Network Virtualization.
IEEE Commun. Mag.
56 (5) (2018)
Zhuwei Wang
,
Lihan Liu
,
Chao Fang
,
Xiaodong Wang
,
Pengbo Si
,
Hong Wu
Optimal linear quadratic control for wireless sensor and actuator networks with random delays and packet dropouts.
Int. J. Distributed Sens. Networks
14 (6) (2018)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Haipeng Yao
,
Yanhua Zhang
Software-Defined Vehicular Networks with Caching and Computing for Delay-Tolerant Data Traffic.
ICC
(2018)
Ruizhe Yang
,
Bo Lin
,
Hongwei Yang
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
The transmission optimization of the massive MIMO HetNets.
CISP-BMEI
(2017)
Meng Li
,
Pengbo Si
,
Qian Zhang
,
Haipeng Yao
,
Yanhua Zhang
Energy-Efficient Mobile Cloud Gaming System Based on Stackelberg Game in Wireless Mobile Networks.
Ad Hoc Sens. Wirel. Networks
36 (1-4) (2017)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
,
Haipeng Yao
Random Access and Virtual Resource Allocation in Software-Defined Cellular Networks With Machine-to-Machine Communications.
IEEE Trans. Veh. Technol.
66 (7) (2017)
Pengbo Si
,
Huoquan Liang
,
Wenjun Wu
,
Yanhua Zhang
Joint Resource Management in Cognitive Radio and Edge Computing Based Industrial Wireless Networks.
GLOBECOM
(2017)
Shuo Liu
,
Pengbo Si
,
Minghui Xu
,
Yu He
,
Yanhua Zhang
Edge Big Data-Enabled Low-Cost Indoor Localization Based on Bayesian Analysis of RSS.
WCNC
(2017)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Haipeng Yao
,
Enchang Sun
,
Yanhua Zhang
Energy-efficient M2M communications with mobile edge computing in virtualized cellular networks.
ICC
(2017)
Pengbo Si
,
Yu He
,
Haipeng Yao
,
Ruizhe Yang
,
Yanhua Zhang
DaVe: Offloading Delay-Tolerant Data Traffic to Connected Vehicle Networks.
IEEE Trans. Veh. Technol.
65 (6) (2016)
Yanhua Sun
,
Yi Yang
,
Pengbo Si
,
Ruizhe Yang
,
Yanhua Zhang
Novel self-interference suppression schemes based on Dempster-Shafer theory with network coding in two-way full-duplex MIMO relay.
EURASIP J. Wirel. Commun. Netw.
2016 (2016)
Pengbo Si
,
Jia Liu
,
Yanhua Sun
,
Yanhua Zhang
Quality of service-aware and security-aware dynamic spectrum management in cyber-physical surveillance systems for transportation.
Secur. Commun. Networks
9 (9) (2016)
Meng Li
,
Fei Richard Yu
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
Random Access Optimization for M2M Communications in VANET with Wireless Network Virtualization.
DIVANet@MSWiM
(2016)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
,
Haipeng Yao
Machine-to-Machine (M2M) Communications in Software-defined and Virtualized Cellular Networks.
CoRR
(2016)
Haipeng Yao
,
Pengbo Si
,
Ruizhe Yang
,
Yanhua Zhang
Dynamic Spectrum Management with Movement Prediction in Vehicular Ad Hoc Networks.
Ad Hoc Sens. Wirel. Networks
32 (1-2) (2016)
Pengbo Si
,
Hao Yue
,
Yanhua Zhang
,
Yuguang Fang
Spectrum Management for Proactive Video Caching in Information-Centric Cognitive Radio Networks.
IEEE J. Sel. Areas Commun.
34 (8) (2016)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
Software-defined and Virtualized Cellular Networks with M2M Communications.
CoRR
(2016)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
Machine to Machine (M2M) Communications in Virtualized Vehicular Ad Hoc Networks.
CoRR
(2016)
Meng Li
,
F. Richard Yu
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
Random Access and Resource Allocation in Software-Defined Cellular Networks with M2M Communications.
GLOBECOM
(2016)
Pengbo Si
,
F. Richard Yu
,
Ruizhe Yang
,
Yanhua Zhang
Navigation Data-Assisted Opportunistic Spectrum Scheduling for Network-Based UAV Systems: A Parallel Restless Bandits Formulation.
Wirel. Pers. Commun.
85 (1) (2015)
Ruizhe Yang
,
Siyang Ye
,
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
Iterative channel estimation and detection for fast time-varying MIMO-OFDM channels.
WCNC
(2015)
Jianqing Liu
,
Hao Yue
,
Haichuan Ding
,
Pengbo Si
,
Yuguang Fang
An Energy-Efficient Cooperative Strategy for Secondary Users in Cognitive Radio Networks.
GLOBECOM
(2015)
Pengbo Si
,
F. Richard Yu
,
Ruizhe Yang
,
Yanhua Zhang
Dynamic spectrum management for heterogeneous UAV networks with navigation data assistance.
WCNC
(2015)
Ruizhe Yang
,
Siyang Ye
,
Pengbo Si
,
Yinglei Teng
,
Yanhua Zhang
Iterative Channel Estimation and Detection for High-Mobility MIMO-OFDM Systems: Mitigating Error Propagation by Exploiting Error Information.
Wirel. Pers. Commun.
84 (3) (2015)
Ruizhe Yang
,
Pengbo Si
,
Lin Zhang
,
Xuyue Yang
,
Yanhua Zhang
Channel estimation using weighted switching of multiple models.
ChinaCom
(2015)
Haichuan Ding
,
Hao Yue
,
Jianqing Liu
,
Pengbo Si
,
Yuguang Fang
Energy-Efficient Secondary Traffic Scheduling with MIMO Beamforming.
GLOBECOM
(2015)
Pengbo Si
,
Qiuran Li
,
Yanhua Zhang
,
Yuguang Fang
Information-Centric Resource Management for Air Pollution Monitoring with Multihop Cellular Network Architecture.
WASA
(2015)
Pengbo Si
,
F. Richard Yu
,
Yanhua Zhang
Joint cloud and radio resource management for video transmissions in mobile cloud computing networks.
ICC
(2014)
Pengbo Si
,
F. Richard Yu
,
Yanhua Zhang
QoS- and security-aware dynamic spectrum management for cyber-physical surveillance system.
GLOBECOM
(2013)
Mi Zhang
,
Pengbo Si
,
Yanhua Zhang
,
Ruizhe Yang
Optimal Resource Allocation Scheme in OFDM-Based Cognitive Radio Networks.
VTC Fall
(2012)
Pengbo Si
,
F. Richard Yu
,
Enchang Sun
,
Yanhua Zhang
Optimal transmission behavior policy of secondary users in proactive-optimization cognitive radio networks.
PIMRC
(2012)
Pengbo Si
,
Yanhua Zhang
,
Ruizhe Yang
,
Jingya Zhang
Resource Allocation Policy of Primary Users in Proactively-Optimization Cognitive Radio Networks.
CICSyN
(2011)
Chunyan An
,
Pengbo Si
,
Hong Ji
Wideband spectrum sensing scheme in cognitive radio networks with multiple primary networks.
WCNC
(2011)
Renchao Xie
,
Hong Ji
,
Pengbo Si
Optimal Joint Transmission Time and Power Allocation for Heterogeneous Cognitive Radio Networks.
ICC
(2011)
Pengbo Si
,
Enchang Sun
,
Yanhua Zhang
Optimal spectrum allocation of primary users in light-handed cognitive radio networks.
CHINACOM
(2011)
Enchang Sun
,
Pengbo Si
,
Ruizhe Yang
,
Yanhua Sun
,
Yanhua Zhang
Power Function Companding Scheme for Peak-to-Average Power Ratio Reduction of SC-FDMA Signals.
ACIS-ICIS
(2011)
Wendong Ge
,
Hong Ji
,
Victor C. M. Leung
,
Pengbo Si
Access Point Selection for WLANs with Cognitive Radio: A Restless Bandit Approach.
ICC
(2011)
Chunyan An
,
Hong Ji
,
Pengbo Si
Dynamic Spectrum Access with QoS Provisioning in Cognitive Radio Networks.
GLOBECOM
(2010)
Xu Mao
,
Pengbo Si
,
Hong Ji
,
Victor C. M. Leung
A two-step resource allocation in multiuser OFDM-based cognitive radio systems.
ISWCS
(2010)
Pengbo Si
,
Hong Ji
,
F. Richard Yu
Optimal network selection in heterogeneous wireless multimedia networks.
Wirel. Networks
16 (5) (2010)
Pengbo Si
,
F. Richard Yu
,
Ruizhe Yang
,
Yanhua Zhang
Spectrum Pooling-Based Optimal Internetwork Spectrum Sharing for Cognitive Radio Systems.
GLOBECOM
(2010)
Renchao Xie
,
Hong Ji
,
Pengbo Si
,
Ming Li
,
Yi Li
Optimal Joint Power and Transmission Time Allocation in Cognitive Radio Networks.
WCNC
(2010)
Renchao Xie
,
Hong Ji
,
Pengbo Si
,
Yi Li
Dynamic Channel and Power Allocation in Cognitive Radio Networks Supporting Heterogeneous Services.
GLOBECOM
(2010)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Victor C. M. Leung
Distributed Multisource Transmission in Wireless Mobile Peer-to-Peer Networks: A Restless-Bandit Approach.
IEEE Trans. Veh. Technol.
59 (1) (2010)
Pengbo Si
,
Hong Ji
,
F. Richard Yu
,
Victor C. M. Leung
Optimal Cooperative Internetwork Spectrum Sharing for Cognitive Radio Systems With Spectrum Pooling.
IEEE Trans. Veh. Technol.
59 (4) (2010)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Victor C. M. Leung
Distributed sender scheduling for multimedia transmission in wireless mobile peer-to-peer networks.
IEEE Trans. Wirel. Commun.
8 (9) (2009)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Victor C. M. Leung
A distributed network selection scheme in next generation heterogeneous wireless networks.
WCNC
(2009)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Victor C. M. Leung
Distributed Multi-Source Transmission in Wireless Mobile Peer-to-Peer Networks: A Restless Bandit Approach.
ICC
(2009)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Victor C. M. Leung
Optimal Network Selection in Heterogeneous Wireless Multimedia Networks.
ICC
(2009)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Guangxin Yue
Bi-Dimensional P2P and MRBD Protocols to Enhance Lookup Performance.
GLOBECOM
(2008)
Pengbo Si
,
F. Richard Yu
,
Hong Ji
,
Victor C. M. Leung
Distributed Sender Scheduling for Multimedia Transmission in Wireless Peer-to-Peer Networks.
GLOBECOM
(2008)
Pengbo Si
,
Hong Ji
,
F. Richard Yu
,
Guangxin Yue
IEEE 802.11 DCF PSM Model and a Novel Downlink Access Scheme.
WCNC
(2008)