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個人簡介
曹敦,博士,教授,博導;中國計算機學會網絡和數據通信專委執行委員,中國人工智能學會智慧醫療專委執行委員,CCF高級會員,IEEE、中國通信學會、中國人工智能學會會員,擔任多個SCI期刊和國際會議的審稿人。主要從事車聯網邊緣計算、數字孿生、中繼節點選擇,無線信道建模,無線信道估計等領域的研究。申請發明專利授權10項;完成成果鑒定 3 項,獲得湖南省科技進步二等獎和三等獎各一項。
主要研究領域
所在學科:信息與通信工程; 研究方向:車聯網、邊緣計算、人工智能。
教學情況
承擔《信號與系統》、《通信原理》等課程的教學,獲得湖南省普通高等學?,F代教育技術應用競賽一等獎、湖南省芙蓉百崗明星等榮譽;指導學生獲得國家級大創1項、省級大創2項,獲得“挑戰杯”全國大學生課外學術科技作品競賽“揭榜掛帥”專項賽國家二等獎等省級以上學科競賽獎勵三十余項,主持湖南省線上\線下混合式一流課程《信號與系統》,主持或參與了包括湖南省教研教改項目在內的教改課題8項。
科研項目
在研課題:
(1)湖南省青年科學基金A類(原杰出青年科學基金),復雜場景下數字孿生賦能的車聯網邊緣計算任務卸載和資源分配研究,主持;
(2)國家自然科學基金面上科學基金項目,面向多源可分解任務的車聯網邊緣計算資源聯邦優化研究,主持;
(3)湘江實驗室一般項目,數字孿生驅動的智慧交通算網融合邊緣計算卸載和資源協同研究,主持;
(4)湖南省教育廳重點項目,孿生-模型驅動的車聯網邊緣計算卸載及資源協同研究,主持;
已結題項目:
(5)國家自然科學基金青年科學基金項目,三維道路場景下多特征的車聯網中繼節點選擇方法研究,主持;
(6)湖南省自然科學基金面上基金,多源任務可分解的車聯網邊緣計算資源協同優化研究, 主持;
(7)湖南省地方標準制修訂項目,智能網聯車-車及車-中繼節點互聯技術規范指南,主持;
(8)寬帶無線通信與傳感網技術教育部重點實驗室開放課題研究基金,車聯網中通信與計算資源聯邦協同優化研究,主持。
(9)國家自然科學基金青年基金項目,邏輯級破解納米集成電路軟錯誤可靠性評估難題的新方法,參與;
(10)國家自然科學基金面上項目,動態場景的時空復用壓縮視頻成像研究,參與。
代表性論文
[1]Dun Cao, Yonghui Liao(2022級研究生), Fayez Alqahtani, Jin Wang. EBCFL:An Efficient BlockChain-based Federated Learning Framework for Internet of Vehicles. IEEE Network. DOI: 10.1109/MNET.2025.3528198(中科院3區)
[2]Dun Cao, WenQian Wang(2022級研究生), Meihua Wu, Shuo Cai, Fayez Alqahtani, Jin Wang. A General Task Offloading and Resources Allocation Strategy for Multi-RSUs with Load Unbalance and Priority Awareness. DOI: 10.1016/j.adhoc.2024.103690(中科院3區)
[3]Dun Cao, Dan Cai(2022級研究生), Bo Peng, Jin Wang. An Offloading Scheme for Diverse Inter-Dependent Tasks in Vehicle Edge Computing. The 21st IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2024)(CCF C類會議)
[4]Dun Cao, Bo Peng(2022級研究生) , Yubin Wang , Fayez Alqahtani , Jinyu Zhang, Jin Wang. Dual-Timescale Resource Management for Multi-type Caching Placement and Multi-uer Computation Offloading in Internet of Vehicle. Simulation Modelling Practice and Theory. DOI: 10.1016/j.simpat.2024.103025.(中科院2區)
[5]Dun Cao, Shirui Huang(2022級研究生), Ning Gu, Pradip Kumar Sharma, Xiaomin Ma, Baofeng Ji. An Incentive Approach for Sustainable Vehicle Resource Utilization in Delay-Energy Sensitive Vehicular Edge Computing. IEEE Transactions on Consumer Electronics. DOI: 10.1109/TCE.2024. 3416318(中科院2區)
[6]Dun Cao, Shirui Huang(2022級研究生), Jiasi Xiong, Jin Wang. A SAC-based Incentive Mechanism for Service Provider in Vehicle Edge Computing. The 16th International Conference on Computer Science and its Applications (CSA 2024)
[7]Dun Cao, Meihua Wu(2021級研究生), Ning Gu, R. Simon Sherratt (fellow), Ghosh, Uttam, Pradip Kumar Sharma(correspondent). Joint Optimization of Computation Offloading and Resource Allocation Considering Task Prioritization in ISAC-Assisted Vehicular Network. IEEE Internet of Things Journal, SI:Integrated Sensing and Communications for 6G IoE. DOI: 10.1109/JIOT.2024.3360962(中科院1區)
[8]Dun Cao , Ning Gu(2021級研究生) , Meihua Wu and Jin Wang. Cost-Effective Task Partial Offloading and Resource Allocation for Multi-Vehicle and Multi-RSU on B5G/6G Ed
[9]Dun Cao, Yifan Yang(2021級研究生), Yubin Wang, Pradip Kumar Sharma, Osama Alfarraj, Amr Tolba, Min Zhu. A Reservation-Based Multi-Source Distributed Offloading Strategy in Dynamic Environments. Transactions on Consumer Electronics, DOI: 10.1109/ TCE. 2023.3338745(中科院2區)
[10]Dun Cao, Yubin Wang(2021級研究生), Yifan Yang, Shiming He. Joint Optimization of Multi-type Caching Placement and Multi-user Computation Offloading for Vehicular Edge Computing. IEEE Global Communications Conference 2023, Kuala Lumpur, Malaysia, December 4-8, 2023. (CCF C類會議)
[11]Dun Cao, Ning Gu(2021級研究生), Robert Simon Sherratt and Dengyong Zhang. Energy-efficient multi-vehicle edge networks: a joint optimization algorithm for task splitting offloading and resource allocation. 2023 IEEE International Conference on Smart Internet of Things (IEEE SmartIoT 2023), 25th-27th, August 2023 at Xining, China.
[12]Dun Cao, Jiasi Xiong(2021級研究生), Nanfang Lei, Robert Simon Sherratt, Jin Wang. CSA FedVeh: Cluster-based Semi-Asynchronous Federated Learning framework for Internet of Vehicles. 19th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing(EAI CollaborateCom 2023).Corfu Island, Greece, Oct.4-6 2023. (CCF C類會議)
[13]Dun Cao, YingBao Zhang(2020級研究生), YiFan Yang, BaoFeng Ji, Pradip Kumar Sharma, Osama Alfarraj, Amr Tolba and Jin Wang. A Relay-Assisted Parallel Offloading Strategy for Multi-Source Tasks in Internet of Vehicles, Sustainable Energy Technologies and Assessments,Volume 62, February 2024, 103619,DOI: 10.1016/j.seta.2024.103619(中科院2區)
[14]Dun Cao, Jia Ru(2020級研究生), Jian Qin, Amr Tolba, Jin Wang, Min Zhu. 3D Road Network Modeling and Road Structure Recognition in Internet of Vehicles. Computer Modeling in Engineering & Sciences, Vol.138, No.2, pp. 1365-1384, 2024, DOI:10.32604/cmes.2023. 030260(中科院4區)
[15]曹敦,張應寶(2020級研究生),鄒電,王進,湯強,冀保峰. V2X多節點協同分布式卸載策略. 通信學報. 2022,43(2):185-195 ( 中文權威期刊)
[16]Dun Cao, Dongwei Li(2019級研究生), Osama Alfarraj, Amr Tolba, Gwang-jun Kim. A Beacon-less Relay-node Selection Method for 3-D Scenarios in Internet of Vehicle. Journal of Internet and Technology. DOI:10.53106/ 160792642022092305012
[17]Dun Cao, Renhua Dai(2019級研究生), Jin Wang, Baofeng Ji, Osama Alfarraj, Amr Tolba, Pradip Kumar Sharma, and Min Zhu, Fast Visual Tracking with Squeeze and Excitation Region Proposal Network. Human-centric Computing and Information Sciences. 2023,13(07), DOI: 10.22967/HCIS.2023.13.007( SCI, 中科院2區)
[18]Dun Cao, Kai Zeng(2019級研究生), Jin Wang, Pradip Kumar Sharma, Xiaomin Ma, Yonghe Liu and Siyuan Zhou, “BERT-based Deep Spatial-Temporal Network for Taxi Demand Prediction,” IEEE Transactions on Intelligent Transportation Systems. DOI:10.1109/ TITS. 2021.3 122114. ( SCI, 中科院1區)
[19]Dun Cao, Bin Zheng, Baofeng Ji, Zhengbao Lei, Chunhai Feng. A Robust Distance-Based Relay Selection for Message Dissemination in Vehicular Network, Wireless Networks. DOI: 10.1007/s11276-018-1863-4. ( SCI, CCF C 類)
[20]C. Feng, S. Arshad, S. Zhou, D. Cao and Y. Liu. Wi-multi: A Three-phase System for Multiple Human Activity Recognition with Commercial WiFi Devices. IEEE Internet of Things Journal, 2019,6(4) :7293-7304
已出版的著作和標準
(1)車聯網V2V中繼節點選擇優化原理與方法,中南大學出版社,2019年,ISBN 978-7-5487-3846-6(第一著者)
(2)智能網聯車-車通信中繼節點選擇技術指南,地方標準,DB43/T 2961-2024,發布時間:2024年7月13日(第一起草人)
聯系方式
E-mail:caodun@csust.edu.cn
通訊地址:湖南省長沙市(天心區)萬家麗南路二段960號 長沙理工大學(云塘校區)理科樓