Berk Canberk - Publications, H-index & Citations

Berk Canberk

edinburgh napier university

26H指数

224论文数

2.6K被引数

收录论文 49

发表时间

Scalable modular digital twins for next-generation wireless networks: A spatial fusion framework 下一代无线网络的可扩展模块化数字孪生：一种空间融合框架

Computer Networks

IF4.6

2026-09-16

PREAI

Sunday Amatare; Talip Tolga Sarı; Gokhan Secinti; Berk Canberk; Debashri Roy

Knowledge graph visualization and anomaly detection from cyber threat intelligence dataset using graph neural networks based methods 基于图神经网络方法的网络威胁情报数据集知识图谱可视化与异常检测

Computer Networks

IF4.6

2026-08-07

OAAI

Ali Yilmaz; Resul Das; Mehmet Ozdem; Berk Canberk

V2LLM: A Digital-Twin-Aware Retrieval-Augmented Large Language Model for Resilient Telemetry Recovery and Fault Diagnosis in V2X V2LLM：一种基于数字孪知的检索增强大型语言模型，用于V2X中的鲁棒遥测恢复和故障诊断

IEEE Transactions on Network Science and Engineering

IF7.9

2026-06-16

PREAI

Bishmita Hazarika; Keshav Singh; Nguyen-Son Vo; Berk Canberk; Simon L. Cotton; Hyundong Shin; Trung Q. Duong

Quantum Machine Learning for Wireless-Powered UAV Positioning in 6G Digital Twin SAGIN With Cooperative Nano-Satellite Constellations

IEEE Journal on Selected Areas in Communications

IF17.2

2026-06-05

PREAI

Sasinda C. Prabhashana; Minh-Hien T. Nguyen; Vishal Sharma; Thang X. Vu; Berk Canberk; Hyundong Shin; Trung Q. Duong

Digital Twin-Assisted Topology Control for Unmanned Robotic Networks Under Uncertainty 数字孪生辅助的无人机网络拓扑控制不确定性

IEEE Transactions on Mobile Computing

IF9.2

2026-06-04

PREAI

Bowen Wang; Yanjing Sun; Yu Huo; Berk Canberk; Trung Q. Duong

Weighted Sum Rate Maximization for RIS-Mounted UAV-Aided Cell-Free ISAC Systems RIS安装的UAV辅助无蜂窝ISAC系统的加权和速率最大化

IEEE Transactions on Communications

IF8.3

2026-01-28

PREAI

Shanza Shakoor; Nguyen-Son Vo; Quang Nhat Le; Berk Canberk; Chao-Kai Wen; Hyundong Shin; Trung Q. Duong

Toward Digital Twin-as-a-Service (DTaaS) Platforms: A Survey on Architecture, Design Requirements, and Performance Metrics 迈向数字孪生即服务(DTaaS)平台：架构、设计要求和性能指标的综述

ieee communications surveys & tutorials

IF0

2026-01-01

PREAI

Kubra Duran; Lal Verda Cakir; Yagmur Yigit; Khayal Huseynov; Sushmitha Ram Kusu; Mehmet Ali Ertürk; Berk Canberk

Quantum Deep Reinforcement Learning for Digital Twin-Enabled 6G Networks and Semantic Communications: Considerations for Adoption and Security 基于数字孪生的6g网络和语义通信的量子深度强化学习: 采用和安全性的考虑因素

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2026-01-01

PREAI

Narottama, Bhaskara; Ul Haq, Abrar; Ansere, James Adu; Simmons, Nidhi; Canberk, Berk; Cotton, Simon L.; Shin, Hyundong; Duong, Trung Q.

Graph-Based Digital Twin Blueprint for Securing 6G Local Area Networks 基于图的方法的6G局域网安全数字孪生蓝图

IEEE Wireless Communications

IF11.5

2025-10-16

PREAI

Yagmur Yigit; Berk Canberk

A Digital Twin model for predicting wind turbine performance using federated learning 基于联邦学习的风力涡轮机性能预测数字孪生模型

Energy

IF9.4

2025-09-29

PREAI

Mehmet Ali Erturk; Ahmed Al-Dubai; Kerem Gursu; Berk Canberk

Joint Optimal Design for Speed and Routing in Maritime Logistics for Green Supply Chain: A Quantum Approximate Optimization Algorithm Approach 绿色供应链中海运物流的速度与路径联合最优设计：一种量子近似优化算法方法

IEEE Internet of Things Journal

IF8.9

2025-09-27

PREAI

Vu Phong Pham; Dang Van Huynh; Elif Ak; Long D. Nguyen; Berk Canberk; Octavia A. Dobre; Trung Q. Duong

Efficiency of multi-layer greywater and rainwater treatment for sustainable water management through water reuse in irrigation 多层灰水和雨水处理在灌溉中通过水回用实现可持续水管理的效率

Journal of Environmental Chemical Engineering

IF7.2

2025-09-06

PREAI

Huseyin Guven; Seda Nur Turkoz; Kadir Ozcelik; Berk Nalbant; Mehmet Cuneyd Demirel; Omer Ekmekcioğlu; Berk Canberk; Ismail Koyuncu; Mustafa Evren Ersahin; Hale Ozgun; Onur Isik

The Role of Digital Twin in 6G-Based URLLCs: Current Contributions, Research Challenges, and Next Directions

ieee open journal of the industrial electronics society

IF6.1

2025-01-01

OAAI

Masaracchia, Antonino; van Huynh, Dang; Duong, Trung Q.; Dobre, Octavia A.; Nallanathan, Arumugam; Canberk, Berk

Advancing 6G: Survey for Explainable AI on Communications and Network Slicing 推进6g: 关于通信和网络切片的可解释AI的调查

ieee open journal of the industrial electronics society

IF6.1

2025-01-01

OAAI

Sun, Haochen; Liu, Yifan; Al-Tahmeesschi, Ahmed; Nag, Avishek; Soleimanpour, Mohadeseh; Canberk, Berk; Arslan, Huseyin; Ahmadi, Hamed

Digital Twin-Empowered Integrated Satellite-Terrestrial Networks toward 6G Internet of Things

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2024-12-01

PREAI

Bui, Tinh T.; Nguyen, Long D.; Canberk, Berk; Sharma, Vishal; Dobre, Octavia A.; Shin, Hyundong; Duong, Trung Q.

Efficient Roof Selection in Rainwater Harvesting: Hybrid Multi-criteria and Experimental Approach

WATER RESOURCES MANAGEMENT

IF4.7

2024-11-25

PREAI

Hamidi, Muhammed Nimet; Shitreh, Shayan; Cengiz, Ali Izzet; Ozcelik, Kadir; Eryildiz-Yesir, Bahriye; Ekmekcioglu, Omer; Halat, Oguzhan Murat; Demirel, Mehmet Cuneyd; Canberk, Berk; Koyuncu, Ismail; Isik, Onur; Guven, Huseyin; Ozgun, Hale; Ersahin, Mustafa Evren

AI-Enhanced Digital Twin Framework for Cyber-Resilient 6G Internet of Vehicles Networks 用于网络弹性6g车联网网络的AI增强型数字孪生框架

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-11-15

PREAI

Yigit, Yagmur; Maglaras, Leandros A.; Buchanan, William J.; Canberk, Berk; Shin, Hyundong; Duong, Trung Q.

Distributed TDMA Scheduling for Autonomous Aerial Swarms: A Self-Organizing Approach

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Aydin, Esin Ece; Akcasoy, Alican; Cakir, Furkan; Cansiz, Berna Simsek; Secinti, Gokhan; Canberk, Berk

Optimized Resource Allocation for Cloud-Native 6G Networks: Zero-Touch ML Models in Microservices-Based VNF Deployments 云原生6G网络资源优化分配：基于微服务的VNF部署中的零接触机器学习模型

IEEE Network

IF6.3

2024-01-01

PREAI

Swarna Bindu Chetty; Avishek Nag; Ahmed Al-Tahmeesschi; Qiao Wang; Berk Canberk; Johann Marquez-Barja; Hamed Ahmadi

Geometrical Features Based-mmWave UAV Path Loss Prediction Using Machine Learning for 5G and Beyond

ieee open journal of the industrial electronics society

IF6.1

2024-01-01

OAAI

Hussain, Sajjad; Bacha, Syed Faraz Naeem; Cheema, Adnan Ahmad; Canberk, Berk; Duong, Trung Q.

研究方向