陈赓｜山东科技大学｜学者主页

2026

车辆聚类及UAV轨迹优化辅助下基于MADDPG的边缘卸载算法

陈赓，夏聪慧，孔令志，曾庆田

《通信学报》

2026

Phased Spatial–Temporal Targeted Networks Based on Transformer and Data Augmentation for Cellular Traffic Prediction

Geng Chen, Xiantao Du, Fei Shen, Qingtian Zeng, Yudong Zhang

IEEE Internet of Things Journal

DOI

2026

Clustering-Driven Cooperative Caching and Trajectory Optimization Based on Dual-Agent Reinforcement Learning in UAV-Assisted VANETs

Geng Chen, Jiayu Teng, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Cognitive Communications and Networking

DOI

2026

Stackelberg Game-Assisted MATD3 for User Association and Resource Allocation in SAGIN Slicing

Geng Chen, Jinglei Cao, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Communications

DOI

2025

数字孪生辅助下基于D3QN的车载网络协同卸载算法

陈赓，宋政翰，夏聪慧，曾庆田

《通信学报》

2025

SAC-MS: Joint Slice Resource Allocation, User Association and UAV Trajectory Optimization with No-Fly Zone Constraints

Geng Chen, Fang Sun, Gang Jing, Tianyu Pang

Sensors

DOI

2025

Edge Collaborative Caching Based on Incentive-Driven D3QN Combined With User Preferences in UAV-Assisted Vehicular Networks

Geng Chen, Yuchen Han, Fei Shen, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

Distributed Grade-Clustering Assisted Computing Offloading Optimization for Cooperative Vehicular-Edge Networks With Near-Field Communications

Geng Chen, Yiming Zhang, Zhenghan Song, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Cognitive Communications and Networking

DOI

2025

Multi-Agent Proximal Policy Optimization based efficient user association and resource allocation in UAV-assisted Heterogeneous Cellular Networks

Yueqian Song, Qingtian Zeng, Geng Chen, Guiyuan Yuan, Hua Duan

Computer Communications

DOI

2025

MADDPG-M&L: UAV-Assisted Joint User Association and Slicing Resource Allocation in HetNets

Geng Chen, Fang Sun, Hongjia Liang, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Network Science and Engineering

DOI

2025

LSTMR: Spatio-Temporal 3D Multiscale ResNet Model for Cellular Network Traffic Prediction

Geng Chen, Weiming Wang, Qingtian Zeng

Communications in computer and information science

DOI

2025

A Joint Optimization Algorithm for Computing Resource Allocation, UAV Trajectory, and Task Offloading in Remote Regional VANETs

Geng Chen, Yiming Zhang, Qingtian Zeng

Communications in computer and information science

DOI

2024

Network Slicing Resource Allocation Optimization Based on Multiactor-Attention-Critic Joint With Bidding in Heterogeneous Integrated Network

Geng Chen, Xu Zhang, Shuhu Qi, Qingtian Zeng, Yu-Dong Zhang

Ieee Systems Journal，Vol. 180, No. 20

DOI

2024

LEO-RAN切片场景联合用户关联和动态资源分配算法

陈赓，邢治薇，沈斐，曾庆田

《通信学报》

2024

Distributed RAN Slicing Based on MATD3 Joint With Evolutionary Game Assisted User Association for MEC-Enabled HetNets

Geng Chen, Xinzheng Mu, Hongjia Liang, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Wireless Communications

DOI

2024

Information-Aware Driven Dynamic LEO-RAN Slicing Algorithm Joint With Communication, Computing, and Caching

Geng Chen, Shuhu Qi, Fei Shen, Qingtian Zeng, Yudong Zhang

IEEE Journal on Selected Areas in Communications

DOI

2024

Collaborative Localization Algorithm for Joint Node Selection and Power Allocation Based on Cooperative Games

Geng Chen, Xiaoxian Kong, Qingtian Zeng

International Conference on Computer, Internet of Things and Smart City (CIoTSC)

DOI

2024

MADRL Based Joint Resource Allocation and 3D CoordinateOptimization of UAVs in Air-Ground Integrated IoT Networks

Hongjia Liang, Geng Chen, Qingtian Zeng, Yudong Zhang

International Conference on Computer, Internet of Things and Smart City (CIoTSC)

DOI

2024

Resource Allocation and Task Offloading for Slicing-Based Communication and Computing in Space-Air-Ground Integrated Networks

Yueqian Song, Guiyuan Yuan, Qingtian Zeng, Geng Chen

IEEE International Conference on Sensing, Communication, and Networking (SECON)

DOI

2024

Cellular Network Traffic Prediction Based on Graph Enhanced Transformer in Dense Urban Scenarios

Geng Chen, Yulin Hou, Fei Shen, Qingtian Zeng

International Conference on Future Communications and Networks (FCN)

DOI

2024

Willingness Allocation-Assisted Cooperative Localization Algorithm Based on Competitive Game for Resource-Constrained Environment

Geng Chen, Lili Cheng, Qingtian Zeng, Fei Shen, Yudong Zhang

IEEE Transactions on Green Communications and Networking

DOI

2024

A Novel Proactive Cache Decision Algorithm Based on Prior Knowledge and Aerial Cloud Assistance in Internet of Vehicles

Geng Chen, Jingli Sun, Yuxiang Zhou, Qingtian Zeng, Fei Shen

IEEE Transactions on Network Science and Engineering

DOI

2024

Collaborative Localization Strategy Based on Node Selection and Power Allocation in Resource-Constrained Environments

Geng Chen, Qingbin Wang, Xiaoxian Kong, Qingtian Zeng

Mobile Networks and Applications

DOI

2024

Social-Aware Assisted Edge Collaborative Caching Based on Deep Reinforcement Learning Joint With Digital Twin Network in Internet of Vehicles

Geng Chen, Wenqiang Duan, Jingli Sun, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Research on Knowledge Graph-Aware Offloading Optimization and Content Acquisition Methods for Air-Ground Collaboration in VANETs

Geng Chen, Yuxiang Zhou, Qingtian Zeng, Yudong Zhang

IEEE Transactions on Vehicular Technology

DOI

2023

Joint Node Selection and Power Allocation for Cooperative Positioning Based on Bidding Auction in VANET

Geng Chen, Lili Cheng, Xiaoxian Kong, Qingtian Zeng, Yudong Zhang

Mobile Networks and Applications

DOI

2023

A Novel Cellular Network Traffic Prediction Algorithm Based on Graph Convolution Neural Networks and Long Short-Term Memory through Extraction of Spatial-Temporal Characteristics

Geng Chen, Yishan Guo, Qingtian Zeng, Yudong Zhang

Processes

DOI

2023

Joint Edge Computing and Caching Based on D3QN for the Internet of Vehicles

Geng Chen, Jingli Sun, Qingtian Zeng, Gang Jing, Yudong Zhang

Electronics

DOI

2023

Slicing Resource Allocation Based on Dueling DQN for eMBB and URLLC Hybrid Services in Heterogeneous Integrated Networks

Geng Chen, Rui Shao, Fei Shen, Qingtian Zeng

Sensors

DOI

2023

A multi-aerial base station assisted joint computation offloading algorithm based on D3QN in edge VANETs

Geng Chen, Yuxiang Zhou, Xianjie Xu, Qingtian Zeng, Yudong Zhang

Ad Hoc Networks

DOI

2022

面向B5G多业务场景基于D3QN的双时间尺度网络切片算法

陈赓，齐书虎，沈斐，曾庆田

《通信学报》

2022

Joint Edge Computing and Caching Based on D3QN for Lunar Internet of Things

Geng Chen, Jingli Sun, Fei Shen, Qingtian Zeng

International Conference on Wireless Communications and Signal Processing (WCSP)

DOI

2022

Network Slicing Resource Allocation Based on LSTM-D3QN with Dual Connectivity in Heterogeneous Cellular Networks

Geng Chen, Xinzheng Mu, Fei Shen, Qingtian Zeng

Applied Sciences

DOI

2022

A Vehicle-Assisted Computation Offloading Algorithm Based on Proximal Policy Optimization in Vehicle Edge Networks

Geng Chen, Xianjie Xu, Qingtian Zeng, Yudong Zhang

Mobile Networks and Applications

DOI

2022

Two Tier Slicing Resource Allocation Algorithm Based on Deep Reinforcement Learning and Joint Bidding in Wireless Access Networks

Geng Chen, Xu Zhang, Fei Shen, Qingtian Zeng

Sensors

DOI

2021

Attention based multi-component spatiotemporal cross-domain neural network model for wireless cellular network traffic prediction

Qingtian Zeng, Qiang Sun, Geng Chen, Hua Duan

EURASIP Journal on Advances in Signal Processing

DOI

2020

The design of an indoor high-precision multi-source wireless positioning system in B5G environment

Geng Chen, Huyong Ma, Qingtian Zeng

Physical Communication

DOI

2020

A low complexity user scheduling algorithm aimed for the maximum number of active users in NOMA system

Chengyi Liu, Geng Chen, Song Xing

IET Communications

DOI

2020

A hierarchical game-based power allocation algorithm in 5G heterogeneous integrated networks

Geng Chen, Luyao Ma, Qingtian Zeng, Jinjin Zhang

EURASIP Journal on Wireless Communications and Networking

DOI

2020

The Design of an Indoor High-Precision MultiSource Wireless Positioning System

Geng Chen, Qingtian Zeng, Huyong Ma

DOI

2020

Vertical handover algorithm based on multi-attribute and neural network in heterogeneous integrated network

Xiaonan Tan, Geng Chen, Hongyu Sun

EURASIP Journal on Wireless Communications and Networking

DOI

2020

Seamless clustering multi-hop routing protocol based on improved artificial bee colony algorithm

Tianyi Zhang, Geng Chen, Qingtian Zeng, Ge Song, Chao Li, Hua Duan

EURASIP Journal on Wireless Communications and Networking

DOI

2020

Traffic Prediction of Wireless Cellular Networks Based on Deep Transfer Learning and Cross-Domain Data

Qingtian Zeng, Qiang Sun, Geng Chen, Hua Duan, Chao Li, Ge Song

IEEE Access

DOI

2020

Routing Clustering Protocol for 3D Wireless Sensor Networks Based on Fragile Collection Ant Colony Algorithm

Tianyi Zhang, Geng Chen, Qingtian Zeng, Ge Song, Chao Li, Hua Duan

IEEE Access

DOI

2020

A Hierarchical Clustering Algorithm for Interference Management in Ultra-Dense Small Cell Networks

Guang Yan Yang, Amir Esmailpour, Nidal Nasser, Geng Chen, Qingyi Liu, Peirui Bai

IEEE Access

DOI

2020

A Novel Joint Resource Allocation Algorithm in 5G Heterogeneous Integrated Networks

Qingtian Zeng, Qiong Wu, Geng Chen

Lecture notes in electrical engineering

DOI

2020

Adaptive Non-uniform Clustering Routing Protocol Design in Wireless Sensor Networks

Qingtian Zeng, Tianyi Zhang, Geng Chen, Ge Song

Lecture notes in electrical engineering

DOI

2020

A Vehicle Positioning Algorithm Based on Single Base Station in the Vehicle Ad Hoc Networks

Geng Chen, Xueying Liu, Qingtian Zeng, Yan Wen

Lecture notes in electrical engineering

DOI

2019

An Energy-efficient Clustering Algorithm Based on Affinity Propagation and Improved K-medoids for Mobile Wireless Sensor Networks

Qingtian Zeng, Lisha Wang, Tianyi Zhang, Ge Song, Hua Duan, Geng Chen

International Conference on Safety Produce Informatization (IICSPI)

DOI

2019

Joint resource allocation and admission control mechanism in software defined mobile networks

Geng Chen, Yueyue Zhang, Yunchi Shi, Qingtian Zeng

China Communications

DOI

2018

Single-Site Positioning Method Based on High-Resolution Estimation in VANET Localization

Rui Zhang, Geng Chen, Qingtian Zeng, Lianfeng Shen

IEEE Access

DOI

2017

基于中继节点辅助的Femtocell混合接入控制算法

刘诚毅，陈赓，邢松，沈连丰

《通信学报》

2015

同频异构femtocell联合子信道和功率分配算法

陈赓，姚文静，郭银景，夏玮玮

《电信科学》

2015

A preset threshold based cross-tier handover algorithm for uplink co-channel interference mitigation in two-tier femtocell networks

Geng Chen, Jun Gang Zheng, Lianfeng Shen

Wireless Networks

DOI

2014

基于传输速率自适应的动态带宽分配算法

陈赓，夏玮玮，沈连丰

《通信学报》

2014

基于多门限预留机制的自适应带宽分配算法

陈赓，夏玮玮，沈连丰

《通信学报》

精选作品

期刊论文

车辆聚类及UAV轨迹优化辅助下基于MADDPG的边缘卸载算法

Phased Spatial–Temporal Targeted Networks Based on Transformer and Data Augmentation for Cellular Traffic Prediction

Clustering-Driven Cooperative Caching and Trajectory Optimization Based on Dual-Agent Reinforcement Learning in UAV-Assisted VANETs

Stackelberg Game-Assisted MATD3 for User Association and Resource Allocation in SAGIN Slicing

数字孪生辅助下基于D3QN的车载网络协同卸载算法

SAC-MS: Joint Slice Resource Allocation, User Association and UAV Trajectory Optimization with No-Fly Zone Constraints

Edge Collaborative Caching Based on Incentive-Driven D3QN Combined With User Preferences in UAV-Assisted Vehicular Networks

Distributed Grade-Clustering Assisted Computing Offloading Optimization for Cooperative Vehicular-Edge Networks With Near-Field Communications

Multi-Agent Proximal Policy Optimization based efficient user association and resource allocation in UAV-assisted Heterogeneous Cellular Networks

MADDPG-M&L: UAV-Assisted Joint User Association and Slicing Resource Allocation in HetNets

LSTMR: Spatio-Temporal 3D Multiscale ResNet Model for Cellular Network Traffic Prediction

A Joint Optimization Algorithm for Computing Resource Allocation, UAV Trajectory, and Task Offloading in Remote Regional VANETs

Network Slicing Resource Allocation Optimization Based on Multiactor-Attention-Critic Joint With Bidding in Heterogeneous Integrated Network

LEO-RAN切片场景联合用户关联和动态资源分配算法

Distributed RAN Slicing Based on MATD3 Joint With Evolutionary Game Assisted User Association for MEC-Enabled HetNets

Information-Aware Driven Dynamic LEO-RAN Slicing Algorithm Joint With Communication, Computing, and Caching

Collaborative Localization Algorithm for Joint Node Selection and Power Allocation Based on Cooperative Games

MADRL Based Joint Resource Allocation and 3D CoordinateOptimization of UAVs in Air-Ground Integrated IoT Networks

Resource Allocation and Task Offloading for Slicing-Based Communication and Computing in Space-Air-Ground Integrated Networks

Cellular Network Traffic Prediction Based on Graph Enhanced Transformer in Dense Urban Scenarios

Willingness Allocation-Assisted Cooperative Localization Algorithm Based on Competitive Game for Resource-Constrained Environment

A Novel Proactive Cache Decision Algorithm Based on Prior Knowledge and Aerial Cloud Assistance in Internet of Vehicles

Collaborative Localization Strategy Based on Node Selection and Power Allocation in Resource-Constrained Environments

Social-Aware Assisted Edge Collaborative Caching Based on Deep Reinforcement Learning Joint With Digital Twin Network in Internet of Vehicles

Research on Knowledge Graph-Aware Offloading Optimization and Content Acquisition Methods for Air-Ground Collaboration in VANETs

Joint Node Selection and Power Allocation for Cooperative Positioning Based on Bidding Auction in VANET

A Novel Cellular Network Traffic Prediction Algorithm Based on Graph Convolution Neural Networks and Long Short-Term Memory through Extraction of Spatial-Temporal Characteristics

Joint Edge Computing and Caching Based on D3QN for the Internet of Vehicles

Slicing Resource Allocation Based on Dueling DQN for eMBB and URLLC Hybrid Services in Heterogeneous Integrated Networks

A multi-aerial base station assisted joint computation offloading algorithm based on D3QN in edge VANETs

面向B5G多业务场景基于D3QN的双时间尺度网络切片算法

Joint Edge Computing and Caching Based on D3QN for Lunar Internet of Things

Network Slicing Resource Allocation Based on LSTM-D3QN with Dual Connectivity in Heterogeneous Cellular Networks

A Vehicle-Assisted Computation Offloading Algorithm Based on Proximal Policy Optimization in Vehicle Edge Networks

Two Tier Slicing Resource Allocation Algorithm Based on Deep Reinforcement Learning and Joint Bidding in Wireless Access Networks

Attention based multi-component spatiotemporal cross-domain neural network model for wireless cellular network traffic prediction

The design of an indoor high-precision multi-source wireless positioning system in B5G environment

A low complexity user scheduling algorithm aimed for the maximum number of active users in NOMA system

A hierarchical game-based power allocation algorithm in 5G heterogeneous integrated networks

The Design of an Indoor High-Precision MultiSource Wireless Positioning System

Vertical handover algorithm based on multi-attribute and neural network in heterogeneous integrated network

Seamless clustering multi-hop routing protocol based on improved artificial bee colony algorithm

Traffic Prediction of Wireless Cellular Networks Based on Deep Transfer Learning and Cross-Domain Data

Routing Clustering Protocol for 3D Wireless Sensor Networks Based on Fragile Collection Ant Colony Algorithm

A Hierarchical Clustering Algorithm for Interference Management in Ultra-Dense Small Cell Networks

A Novel Joint Resource Allocation Algorithm in 5G Heterogeneous Integrated Networks

Adaptive Non-uniform Clustering Routing Protocol Design in Wireless Sensor Networks

A Vehicle Positioning Algorithm Based on Single Base Station in the Vehicle Ad Hoc Networks

An Energy-efficient Clustering Algorithm Based on Affinity Propagation and Improved K-medoids for Mobile Wireless Sensor Networks

Joint resource allocation and admission control mechanism in software defined mobile networks

Single-Site Positioning Method Based on High-Resolution Estimation in VANET Localization

基于中继节点辅助的Femtocell混合接入控制算法

同频异构femtocell联合子信道和功率分配算法

A preset threshold based cross-tier handover algorithm for uplink co-channel interference mitigation in two-tier femtocell networks

基于传输速率自适应的动态带宽分配算法

基于多门限预留机制的自适应带宽分配算法

研究方向