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Bin Li

Publications
186
Citations
4,464
Publications by Year
20092025
Co-Authors:
Show All Co-Authors (263)
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Bin Li

Affiliation

School of Computer Science
Nanjing University of Information Science and Technology
Nanjing, China

Publication Topics

Biography

Bin Li received the Ph.D. degree in communication and information engineering from the Beijing University of Posts and Telecommunications (BUPT) in 2013. He is currently an Associate Professor with the School of Information and Communication Engineering of BUPT. His current research interests include statistical signal processing for communications, such as molecular communications, millimeter-wave communications, UAV communications, MIMO communication/radar systems.(Based on document published on 3 June 2021).
Publications
186
Citations
4,464
Publications by Year
20092025
Co-Authors:
Show All Co-Authors (263)
Author's Published Works

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Rotatable RIS-Assisted Edge Computing: Orientation, Task Offloading, and Resource Optimization

Bin Li;Dongdong Yang;Lei Liu

IEEE Transactions on Vehicular Technology
Year: 2025 | Early Access Article |
The rotatable reconfigurable intelligent surface (RIS) can enhance mobile edge computing (MEC) performance by optimizing its orientation to improve the gain of received and transmitted signals. This correspondence investigates a rotatable RIS-assisted MEC system, aimed at minimizing energy consumption for multiple moving user equipment (UEs) through the joint design of RIS orientation, discrete ph...Show More

Rotatable RIS-Assisted Edge Computing: Orientation, Task Offloading, and Resource Optimization

Bin Li;Dongdong Yang;Lei Liu

Year: 2025 | Early Access Article |

Fast Reinforcement Learning for Resource Optimization in Dynamic Vehicular Communications

Shuwen Jiang;Bin Li;Chenglin Zhao

IEEE Transactions on Intelligent Transportation Systems
Year: 2025 | Early Access Article |
In recent years, vehicular communications have attached great interests in both academy and industry for its potential of promoting safety and autonomous driving. Unlike classical communication scenarios, in vehicular communications the optimal resource allocation must be accomplished in a real-time manner, in order to maximally reduce the response delay. This presents a substantial challenge for ...Show More

Fast Reinforcement Learning for Resource Optimization in Dynamic Vehicular Communications

Shuwen Jiang;Bin Li;Chenglin Zhao

Year: 2025 | Early Access Article |

Distributed Graph Learning From Smooth Data: A Bayesian Framework

Jiayin Zhang;Nan Wu;Tingting Zhang;Bin Li;Qinsiwei Yan;Xiaoli Ma

IEEE Transactions on Signal Processing
Year: 2025 | Early Access Article |
The emerging field of graph learning, which aims to learn reasonable graph structures from data, plays a vital role in Graph Signal Processing (GSP) and finds applications in various data processing domains. However, the existing approaches have primarily focused on learning deterministic graphs, and thus are not suitable for applications involving topological stochasticity, such as epidemiologica...Show More

Distributed Graph Learning From Smooth Data: A Bayesian Framework

Jiayin Zhang;Nan Wu;Tingting Zhang;Bin Li;Qinsiwei Yan;Xiaoli Ma

Year: 2025 | Early Access Article |

Delay-Aware Digital Twin Synchronization in Mobile Edge Networks With Semantic Communications

Bin Li;Haichen Cai;Lei Liu;Zesong Fei

IEEE Transactions on Vehicular Technology
Year: 2025 | Early Access Article |
The synchronization of digital twins (DT) serves as the cornerstone for effective operation of the DT framework. However, the limitations of channel capacity can greatly affect the data transmission efficiency of wireless communication. Unlike traditional communication methods, semantic communication transmits the intended meanings of physical objects instead of raw data, effectively saving bandwi...Show More

Delay-Aware Digital Twin Synchronization in Mobile Edge Networks With Semantic Communications

Bin Li;Haichen Cai;Lei Liu;Zesong Fei

Year: 2025 | Early Access Article |

Securing UAV-Aided NOMA Wireless Powered Communications via Artificial Noise

Peishun Yan;Zhanghua Cao;Wei Duan;Bin Li;Yulong Zou;Chunguo Li;Jiangzhou Wang

IEEE Transactions on Wireless Communications
Year: 2025 | Early Access Article |
rgb0,0,0For an unmanned aerial vehicle (UAV)-aided energy-harvesting non-orthogonal multiple access (EH-NOMA) network, where an untrusted far user (UFU) overhears the confidential transmissions from base station (BS) to the trusted near user (TNU), how to ensure the security of TNU and achieve the reliability of UFU becomes an open issue. The traditional artificial noise (TAN) scheme just guarante...Show More

Securing UAV-Aided NOMA Wireless Powered Communications via Artificial Noise

Peishun Yan;Zhanghua Cao;Wei Duan;Bin Li;Yulong Zou;Chunguo Li;Jiangzhou Wang

Year: 2025 | Early Access Article |

Energy-Aware Task Offloading for Rotatable STAR-RIS-Enhanced Mobile Edge Computing Systems

Dongdong Yang;Bin Li;Dusit Niyato

IEEE Internet of Things Journal
Year: 2025 | Early Access Article |
Simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) can expand the coverage of mobile edge computing (MEC) services by reflecting and transmitting signals simultaneously, enabling full-space coverage. The orientation of the STAR-RIS plays a crucial role in optimizing the gain of received and transmitted signals, and a rotatable STAR-RIS offers potential enhance...Show More

Energy-Aware Task Offloading for Rotatable STAR-RIS-Enhanced Mobile Edge Computing Systems

Dongdong Yang;Bin Li;Dusit Niyato

Year: 2025 | Early Access Article |

Physical Layer Security for Friendly Jammers Assisted Satellite-Terrestrial Integrated Networks

Weifeng Cao;Yulong Zou;Bin Li;Jia Zhu

IEEE Internet of Things Journal
Year: 2025 | Early Access Article |
This paper investigates the physical layer security (PLS) of a satellite-terrestrial integrated network (STIN) consisting of a satellite (S), a destination (D), and several friendly jammers in the presence of an eavesdropper (E). For improving PLS of the STIN, we propose three friendly jammer assisted communication schemes to help S securely send confidential information to D, i.e., the random jam...Show More

Physical Layer Security for Friendly Jammers Assisted Satellite-Terrestrial Integrated Networks

Weifeng Cao;Yulong Zou;Bin Li;Jia Zhu

Year: 2025 | Early Access Article |

Robust Trajectory Design and Task Scheduling With Data Compression in Industrial Internet of Things Assisted by UAV

Bin Li;Xiao Zhu;Junyi Wang

IEEE Internet of Things Journal
Year: 2024 | Early Access Article |
Data compression technology is able to reduce data size, which can be applied to lower the cost of task offloading in mobile edge computing (MEC). This paper addresses the practical challenges for robust trajectory and scheduling optimization based on data compression in the uncrewed aerial vehicle (UAV)-assisted MEC, aiming to minimize the sum energy cost of terminal users while maintaining robus...Show More

Robust Trajectory Design and Task Scheduling With Data Compression in Industrial Internet of Things Assisted by UAV

Bin Li;Xiao Zhu;Junyi Wang

Year: 2024 | Early Access Article |

Offloading Revenue Maximization in Multi-UAV-Assisted Mobile Edge Computing for Video Stream

Bin Li;Huimin Shan

IEEE Internet of Things Journal
Year: 2024 | Early Access Article |
Traditional video transmission systems assisted by multiple Unmanned Aerial Vehicles (UAVs) are often limited by computing resources, making it challenging to meet the demands for efficient video processing. To solve this challenge, this paper presents a multi-UAV-assisted Device-to-Device (D2D) mobile edge computing system for the maximization of task offloading profits in video stream transmissi...Show More

Offloading Revenue Maximization in Multi-UAV-Assisted Mobile Edge Computing for Video Stream

Bin Li;Huimin Shan

Year: 2024 | Early Access Article |

Trajectory Design and Resource Allocation for Multi-UAV-Assisted Sensing, Communication, and Edge Computing Integration

Sicong Peng;Bin Li;Lei Liu;Zesong Fei;Dusit Niyato

IEEE Transactions on Communications
Year: 2024 | Early Access Article |
In this paper, we propose a multi-unmanned aerial vehicle (UAV)-assisted integrated sensing, communication, and computation network. Specifically, the treble-functional UAVs are capable of offering communication and edge computing services to mobile users (MUs) in proximity, alongside their target sensing capabilities by using multi-input multi-output arrays. For the purpose of enhance the computa...Show More

Trajectory Design and Resource Allocation for Multi-UAV-Assisted Sensing, Communication, and Edge Computing Integration

Sicong Peng;Bin Li;Lei Liu;Zesong Fei;Dusit Niyato

Year: 2024 | Early Access Article |

GNN-Based Resource Allocation for Digital Twin-Enhanced Multi-UAV Radar Networks

Jihao Luo;Zesong Fei;Xinyi Wang;Le Zhao;Bin Li;Yiqing Zhou

IEEE Wireless Communications Letters
Year: 2024 | Volume: 13, Issue: 11 | Journal Article |
Mutual interference has been a critical issue in multiple unmanned aerial vehicles (multi-UAV) networks. As an advanced technology, digital twin (DT) maps physical entities into virtual domain, enables real-time monitoring and dynamic updates, thereby enhancing the adaptability and performance of multi-UAV networks. In this letter, we investigate joint spectrum allocation and power control for a m...Show More

GNN-Based Resource Allocation for Digital Twin-Enhanced Multi-UAV Radar Networks

Jihao Luo;Zesong Fei;Xinyi Wang;Le Zhao;Bin Li;Yiqing Zhou

Year: 2024 | Volume: 13, Issue: 11 | Journal Article |

Service Placement and Trajectory Design for Heterogeneous Tasks in Multi-UAV Edge Computing Networks

Bin Li;Rongrong Yang;Lei Liu;Celimuge Wu

IEEE Internet of Things Journal
Year: 2024 | Early Access Article |
In this paper, we consider deploying multiple Unmanned Aerial Vehicles (UAVs) to enhance the computation service of Mobile Edge Computing (MEC) through collaborative computation among UAVs. In particular, the tasks of different types and service requirements in MEC network are offloaded from one UAV to another. To pursue the goal of low-carbon edge computing, we study the problem of minimizing sys...Show More

Service Placement and Trajectory Design for Heterogeneous Tasks in Multi-UAV Edge Computing Networks

Bin Li;Rongrong Yang;Lei Liu;Celimuge Wu

Year: 2024 | Early Access Article |

Reconfigurable Intelligent Surface for Sensing, Communication, and Computation: Perspectives, Challenges, and Opportunities

Bin Li;Wancheng Xie;Zesong Fei

IEEE Internet of Things Magazine
Year: 2024 | Volume: 7, Issue: 4 | Magazine Article |
Cited by: Papers (1)
Forthcoming 6G networks have two predominant features of wide coverage and sufficient computation capability. To support the promising applications, Integrated Sensing, Communication, and Computation (ISCC) has been considered as a vital enabler by completing the computation of raw data to achieve accurate environmental sensing. To help the ISCC networks better support the comprehensive services o...Show More

Reconfigurable Intelligent Surface for Sensing, Communication, and Computation: Perspectives, Challenges, and Opportunities

Bin Li;Wancheng Xie;Zesong Fei

Year: 2024 | Volume: 7, Issue: 4 | Magazine Article |

Federated Learning for Radar Gesture Recognition Based on Spike Timing-Dependent Plasticity

Mengjun Zhang;Bin Li;Hongfu Liu;Chenglin Zhao

IEEE Transactions on Aerospace and Electronic Systems
Year: 2024 | Volume: 60, Issue: 2 | Journal Article |
Radar-based gesture recognition combined machine learning methods can achieve excellent performance and has been utilized in a wide variety of applications. However, large-scale radar signal processing suffers from the risk of privacy leakage and the problem of limited computing resources. In this article, we propose a federated learning (FL) framework based on the spiking neural network (SNN) to ...Show More

Federated Learning for Radar Gesture Recognition Based on Spike Timing-Dependent Plasticity

Mengjun Zhang;Bin Li;Hongfu Liu;Chenglin Zhao

Year: 2024 | Volume: 60, Issue: 2 | Journal Article |

Security-Reliability TradeOff Analysis of Hybrid Satellite-Terrestrial Uplink Communications With Relay Selection

Weifeng Cao;Yulong Zou;Zhen Yang;Jia Zhu;Bin Li

IEEE Systems Journal
Year: 2024 | Volume: 18, Issue: 1 | Journal Article |
In this article, we study a hybrid satellite-terrestrial uplink system (HSTUS), where a terrestrial source transmits its messages to a geostationary Earth orbit satellite aided by multiple relays in the presence of co-channel interference (CCI) and an eavesdropper. To enhance the security-reliability tradeoff (SRT) performance of the HSTUS, we propose two relay selection schemes by considering the...Show More

Security-Reliability TradeOff Analysis of Hybrid Satellite-Terrestrial Uplink Communications With Relay Selection

Weifeng Cao;Yulong Zou;Zhen Yang;Jia Zhu;Bin Li

Year: 2024 | Volume: 18, Issue: 1 | Journal Article |

Security and Reliability Tradeoff of UAV Relays Assisted Cognitive Transmissions With Hardware Impairments

Lingyi Kong;Yulong Zou;Bin Li

IEEE Internet of Things Journal
Year: 2024 | Volume: 11, Issue: 6 | Journal Article |
Cited by: Papers (5)
In this article, we analyze the security and reliability tradeoff (SRT) performance of a unmanned aerial vehicle (UAV) relays assisted cognitive network consisting of a cognitive source (S), multiple cognitive UAV relays (Rs), a cognitive destination (D) in the face of an eavesdropper (E). We consider a practical scenario where mutual interference exists between the primary users and cognitive use...Show More

Security and Reliability Tradeoff of UAV Relays Assisted Cognitive Transmissions With Hardware Impairments

Lingyi Kong;Yulong Zou;Bin Li

Year: 2024 | Volume: 11, Issue: 6 | Journal Article |

Stochastic Computation Offloading for LEO Satellite Edge Computing Networks: A Learning-Based Approach

Qingqing Tang;Zesong Fei;Bin Li;Hanxiao Yu;Qimei Cui;Jingwen Zhang;Zhu Han

IEEE Internet of Things Journal
Year: 2024 | Volume: 11, Issue: 4 | Journal Article |
Cited by: Papers (13)
The deployment of mobile edge computing services in LEO satellite networks achieves seamless coverage of computing services. However, the time-varying wireless channel conditions between satellite–terrestrial channels and the random arrival characteristics of ground users’ (GUs) tasks bring new challenges for managing the LEO satellite’s communication and computing resources. Facing these challeng...Show More

Stochastic Computation Offloading for LEO Satellite Edge Computing Networks: A Learning-Based Approach

Qingqing Tang;Zesong Fei;Bin Li;Hanxiao Yu;Qimei Cui;Jingwen Zhang;Zhu Han

Year: 2024 | Volume: 11, Issue: 4 | Journal Article |

Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multiagent DRL Approach

Bin Li;Rongrong Yang;Lei Liu;Junyi Wang;Ning Zhang;Mianxiong Dong

IEEE Internet of Things Journal
Year: 2024 | Volume: 11, Issue: 3 | Journal Article |
Cited by: Papers (18)
For multiple unmanned-aerial-vehicles (UAVs)-assisted mobile-edge computing (MEC) networks, we study the problem of combined computation and communication for user equipments deployed with multitype tasks. Specifically, we consider that the MEC network encompasses both communication and computation uncertainties, where the partial channel state information and the inaccurate estimation of task com...Show More

Robust Computation Offloading and Trajectory Optimization for Multi-UAV-Assisted MEC: A Multiagent DRL Approach

Bin Li;Rongrong Yang;Lei Liu;Junyi Wang;Ning Zhang;Mianxiong Dong

Year: 2024 | Volume: 11, Issue: 3 | Journal Article |

Achievable Rate in RIS-Aided MU-MIMO System Using Location Information for Phase Shift Design

Jinye Huang;Bin Li

2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall)
Year: 2023 | Conference Paper |
Reconfigurable intelligent surface (RIS) is a promising technology for wireless communication systems. In order to design the beam from RIS to users, the users’ positions are usually adopted to calculate the angle of departure (AoD) and angle of arrival (AoA) information. The users’ positions from GPS or other localization system may not be accurate, thus degrades the performance of RIS-aided comm...Show More

Achievable Rate in RIS-Aided MU-MIMO System Using Location Information for Phase Shift Design

Jinye Huang;Bin Li

Year: 2023 | Conference Paper |

Cooperative Integrated Sensing and Communication with Distributed Space-Time Block Coded OFDM

Jiahui Zhang;Zesong Fei;Xinyi Wang;Peng Liu;Jingxuan Huang;Bin Li

2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
Implementing integrated sensing and communication (ISAC) technique to construct perceptive mobile network (PMN) in existing communication networks has become a research hotspot. In this paper, we investigate the issue of cooperative ISAC (Co-ISAC) of multiple base stations (BSs). To avoid the impact of inter-cell interference (ICI) on CoISAC in joint transmission, the orthogonal frequency division...Show More

Cooperative Integrated Sensing and Communication with Distributed Space-Time Block Coded OFDM

Jiahui Zhang;Zesong Fei;Xinyi Wang;Peng Liu;Jingxuan Huang;Bin Li

Year: 2023 | Conference Paper |

Secure Transmission for Wireless Communication Systems With Friendly Jammers

Xiao Jiang;Peng Li;Yulong Zou;Bin Li;Ruchuan Wang

IEEE Transactions on Vehicular Technology
Year: 2023 | Volume: 72, Issue: 12 | Journal Article |
Cited by: Papers (2)
In this article, we investigate the physical layer security for a wireless communication system consisting of a base station (BS) and a user (U) in the face of an eavesdropper (E). A friendly jammer is opportunistically selected from multiple jammers to create intentional interference upon E. However, the legitimate user U is not aware of the information transmitted by the jammer and thus cannot r...Show More

Secure Transmission for Wireless Communication Systems With Friendly Jammers

Xiao Jiang;Peng Li;Yulong Zou;Bin Li;Ruchuan Wang

Year: 2023 | Volume: 72, Issue: 12 | Journal Article |

Adaptive Digital Twin for UAV-Assisted Integrated Sensing, Communication, and Computation Networks

Bin Li;Wenshuai Liu;Wancheng Xie;Ning Zhang;Yan Zhang

IEEE Transactions on Green Communications and Networking
Year: 2023 | Volume: 7, Issue: 4 | Journal Article |
Cited by: Papers (19)
In this paper, we study a digital twin (DT)-empowered integrated sensing, communication, and computation network. Specifically, the users perform radar sensing and computation offloading on the same spectrum, while unmanned aerial vehicles (UAVs) are deployed to provide edge computing service. We first formulate a multi-objective optimization problem to minimize the beampattern performance of mult...Show More

Adaptive Digital Twin for UAV-Assisted Integrated Sensing, Communication, and Computation Networks

Bin Li;Wenshuai Liu;Wancheng Xie;Ning Zhang;Yan Zhang

Year: 2023 | Volume: 7, Issue: 4 | Journal Article |

Securing Multiuser Underlay Cognitive Transmissions With Hardware Impairments and Channel Estimation Errors

Peishun Yan;Xiaodong Ji;Yulong Zou;Bin Li

IEEE Transactions on Cognitive Communications and Networking
Year: 2023 | Volume: 9, Issue: 5 | Journal Article |
Cited by: Papers (5)
We investigate physical-layer security for a multiuser underlay cognitive system with hardware impairments (HIs) and channel estimation errors (CEEs), which comprises multiple cognitive users (CUs), a cognitive base station (CBS), and an eavesdropper (E). Considering the quality-of-service of primary transmissions, the cognitive transmit power is limited by interference threshold at the primary re...Show More

Securing Multiuser Underlay Cognitive Transmissions With Hardware Impairments and Channel Estimation Errors

Peishun Yan;Xiaodong Ji;Yulong Zou;Bin Li

Year: 2023 | Volume: 9, Issue: 5 | Journal Article |

QAIC: Quality-assured image crowdsourcing via blockchain and deep learning

Baowei Wang;Yi Yuan;Bin Li;Changyu Dai;Yufeng Wu;Weiqian Zheng

2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
Year: 2023 | Conference Paper |
Cited by: Papers (1)
Recently, image crowdsourcing, a new trading mode, has been proposed to bridge the gap between the excess photos generated by intelligent devices and the great demand for images. However, traditional crowdsourcing methods often rely on centralized platforms, which risk data leakage and a single point of failure (SPOF). Moreover, due to the subjectivity of image quality assessment and the complexit...Show More

QAIC: Quality-assured image crowdsourcing via blockchain and deep learning

Baowei Wang;Yi Yuan;Bin Li;Changyu Dai;Yufeng Wu;Weiqian Zheng

Year: 2023 | Conference Paper |

Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems

Bin Li;Zhen Qian;Lei Liu;Yuan Wu;Dapeng Lan;Celimuge Wu

IEEE Transactions on Network Science and Engineering
Year: 2023 | Volume: 10, Issue: 6 | Journal Article |
Cited by: Papers (5)
In the article, we investigate the coordination process of sensing and computation offloading in a reconfigurable intelligent surface (RIS)-aided base station (BS)-centric symbiotic radio (SR) systems. Specifically, the Internet-of-Things (IoT) devices first sense data from environment and then tackle the data locally or offload the data to BS for remote computing, while RISs are leveraged to enha...Show More

Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems

Bin Li;Zhen Qian;Lei Liu;Yuan Wu;Dapeng Lan;Celimuge Wu

Year: 2023 | Volume: 10, Issue: 6 | Journal Article |

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