缪一铭(即将在2021年秋季加入)

研究助理教授

教育背景

博士(华中科技大学)

学士(青海大学)

研究领域
数据驱动的通信、边缘计算和物联网
个人网站
个人简介

缪一铭教授将于2021年9月加入香港中文大学(深圳)数据科学学院任研究助理教授一职。她于2016年在中国青海大学计算机科学与技术学院获得学士学位。她将于2021年在中国华中科技大学计算机科学与技术学院获得博士学位。她是TRIDENTCOM 2017的网络主席,以及CloudComp 2016的本地主席。她发表了30多篇论文,包括4篇IEEE Trans./Journal论文。她的谷歌学术引用达到700多次,h-index为11。目前,她的研究领域包括情感计算、边缘计算、5G移动通信系统、物联网、无人机、机器人、区块链和无线传感器网络等。

 

学术著作

Selected Publications:

1       Yiming Miao, Y. Tang, B. Alzahrani, A. Barnawi, T. Alafif, L. Hu, "Airborne LiDAR assisted Obstacle Recognition and Intrusion Detection towards Unmanned Aerial Vehicle: Architecture, Modelling and Evaluation", IEEE Trans. Intelligent Transportation System, 2021. DOI: 10.1109/TITS.2020.3023189 (Q1 Journal, IF=6.319)

2       Yiming Miao, Y. Hao, H. Gharavi, M. Chen, K. Hwang, "Intelligent Task Caching in Edge Cloud via Bandit Learning", IEEE Transactions on Network Science and Engineering, 2021. DOI: 10.1109/TNSE.2020.3047417 (Q1 Journal, IF=5.213)

3       Yiming Miao, J. Song, H. Wang, L. Hu, M. Hassan, M. Chen, "Smart Micro-GaS: A Cognitive Micro Natural Gas Industrial Ecosystem Based on Mixed Blockchain and Edge Computing", IEEE IoT Journal, Vol. 8, No. 4, pp. 2289-2299, 2021. DOI: 10.1109/JIOT.2020.3029138 (Q1 Journal, IF=9.515)

4       Yiming Miao, M. Zhou, A. Ghoneim, "Blockchain and AI based Natural Gas Industrial IoT System: Architecture and Design Issues", IEEE Network, 2020. DOI: 10.1109/MNET.011.1900532 (Q1 Journal, IF=8.808)

5       Yiming Miao, G. Wu, M. Li, A. Ghoneim, M. S. Hossain, "Intelligent Task Prediction and Computation Offloading based on Mobile-edge Cloud Computing", Future Generation Computer Systems, Vol. 102, pp. 925-931, Jan. 2020. (Q1 Journal, IF=6.125)

6       M. Chen, Yiming Miao, H. Gharavi, L. Hu, I. Humar, "Intelligent Traffic Adaptive Resource Allocation for Edge Computing-based 5G Networks", IEEE Trans. Cognitive Communications and Networking, Vol. 6, No. 2, pp. 499-508, June 2020. (Q1 Journal, IF=4.574)

7       L. Hu, Yiming Miao, J. Yang, A. Ghoneim, M. S. Hossain, M. Alrashoud, "IF-RANs: Intelligent Traffic Prediction and Cognitive Caching toward Fog-Computing-Based Radio Access Networks", IEEE Wireless Communications, Vol. 27, No. 2, pp. 29-35, April 2020. (Q1 Journal, IF=11.391)

8       Xianzhi Li, Yiming Miao, Q. Yu, B. Alzahrani, A. Barnawi, A. Ahindi, Y. Hao, "Data Fusion for Intelligent Crowd Monitoring and Management Systems: A Survey", IEEE Access, 2021. DOI: 10.1109/ACCESS.2021.3060631 (Q1 Journal, IF=3.745)

9       Y. Jiang, Yiming Miao, B. Alzahrani, A. Barnawi, R. Alotaibi, L. Hu, "Ultra Large-Scale Crowd Monitoring System: Architecture and Design issues", IEEE IoT Journal, accepted, 2020. (Q1 Journal, IF=9.515)

10     Y. Tang, Yiming Miao, A. Barnawi, B. Alzahrani, R. Alotaibi, K. Hwang, "Joint Global and Local Path Planning Optimization based UAV Task Scheduling toward Crowd Air Monitoring", Computer Networks, 2021. DOI: 10.1016/j.comnet.2021.107913 (Q2 Journal, IF=3.111)

11     G. Wu, Yiming Miao, Y. Zhang, A. Barnawi, "Energy efficient for UAV-enabled mobile edge computing networks: Intelligent task prediction and offloading", Computer Communications, Vol. 150, pp. 556-562, 2020. (Q2 Journal, IF=2.816)

12     Yiming Miao, G. Wu, C. Liu, M. Hossain, G. Muhammad, "Green Cognitive Body Sensor Network: Architecture, Energy Harvesting, and Smart Clothing-Based Applications", IEEE Sensors Journal, Vol. 19, No. 19, pp. 8371-8378, Oct. 2019. (Q2 Journal, IF=3.073)

13     M. Chen, Yiming Miao, X. Jian, X. Wang, L. Hu, "Cognitive-LPWAN: Towards Intelligent Wireless Services in Hybrid Low Power Wide Area Networks", IEEE Trans. Green Communications and Networking, Vol. 3, No. 2, pp. 407-417, June 2019.

14     M. Chen, Yiming Miao, I. Humar, OPNET IoT Simulation, Springer, Singapore, Pages: 674, ISBN: 978-981-329-170-6, 2019. Professional Book

15     Yiming Miao, W. Li, D. Tian, M. S. Hossain, M. F. Alhamid, "Narrow Band Internet of Things: Simulation and Modelling", IEEE IoT Journal, Vol. 5, No. 4, pp. 2304-2314, 2018. (Q1 Journal, IF=9.515)

16     Yiming Miao, Y. Tian, L. Peng, M. Hossain, G. Muhammad, "Research and Implementation of ECG-based Biological Recognition Parallelizatio", IEEE Access, Vol. 6, pp. 4759-4766, 2018. (Q1 Journal, IF=3.745)

17     M. Chen, Yiming Miao, Y. Hao, K. Hwang, "Narrow Band Internet of Things", IEEE Access, Vol. 5, pp. 20557-20577, 2017. ESI Highly Cited Paper (250+ citations) (Q1 Journal, IF=3.745)

18     Yiming Miao, Y. Tian, J. Cheng, M. Hossain, A. Ghoneim, "RADB: Random Access with Differentiated Barring for Latency-Constrained Applications in NB-IoT Network", Wireless Communications and Mobile Computing, Article ID 6210408, 2018. (CCF C, IF=1.819)

19     Yiming Miao, Y. Jiang, L. Peng, M. Hossain, G. Muhammad, "Telesurgery Robot Based on 5G Tactile Internet", ACM/Springer Mobile Networks and Applications, Vol. 23, No. 6, pp. 1645-1654, 2018. (IF=2.602)

20     Y. Qian, J. Lu, Yiming Miao, W. Ji, R. Jin, E. Song, "AIEM: AI-enabled Affective Experience Management", Future Generation Computer Systems, Vol. 89, pp. 438-445, 2018. (Q1 Journal, IF=6.125)

21     L. Hu, Yiming Miao *, G. Wu, M. Hassan, I. Humar, "iRobot-Factory: An Intelligent Robot Factory based on Cognitive Manufacturing and Edge Computing", Future Generation Computer Systems, Vol. 90, pp. 569-577, 2018. (Q1 Journal, IF=6.125)

22     Y. Hao, Yiming Miao, L. Hu, M. Hossain, G. Muhammad, S. Amin, "Smart-Edge-CoCaCo: AI-Enabled Smart Edge with Joint Computation, Caching, and Communication in Heterogeneous IoT", IEEE Network , Vol. 33, No. 2, pp. 58-64, 2019. (Q1 Journal, IF=8.808)

23     J. Song, Yiming Miao, E. Song, M. Shamim Hossain, M. F. Alhamid, "Reliability-Aware Cooperative Node Sleeping and Clustering in Duty-Cycled Sensors Networks", Sensors, Vol. 18, No. 1, Article ID: 127, 2018. (Q2 Journal, IF=3.275)

24     M. Chen, Yiming Miao, L. Hu, "OPNET物联网仿真——基于5G通信与计算的物联网智能应用", 华中科技出版社, ISBN 978-7-5680-4755-5, Nov. 2018. (专著,74万字,477页)

25     J. Wang, Yiming Miao, P. Zhou, M. Hossain, S. Rahman, "A Software Defined Network Routing in Wireless Multihop Network", Journal of Network and Computer Applications, Vol. 85, pp. 76-83, 2017. (Q1 Journal, IF=5.570)

26     B. Li, L. Peng, Y. Hao, Yiming Miao *, M. Hassan, "Energy-Efficient Multiperiod Planning of Optical Core Network to Support 5G Networks", Transactions on Emerging Telecommunications Technologies, Vol. 28, No. 9, 2017. DOI: 10.1002/ett.3147 (IF=1.594)

27     P. Zhou, Y. Hao,J. Yang, W. Li, L. Wang, Yiming Miao, J. Song, "Cloud-assisted Hugtive Robot for Affective Interaction", Multimedia Tools and Applications, Vol. 76, No. 8, pp. 10839–10854, 2017. (IF=2.313)

28     Y. Ma, Y. Wang, J. Yang, Yiming Miao, W. Li ,"Big Health Application System based on Health Internet of Things and Big Data", IEEE Access, Vol. 5, No. 99, pp.7885-7897, 2017. (Q1 Journal, IF=3.745)

29     J. Yang, Yiming Miao, C. Han, Y. Tian, X. You, Y. Jiang, "OPPOCO: From Ad Hoc Cloudlet-assisted Edge Computation to Opportunistic Computation Offoading", 12th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (TRIDENTCOM 2017), Dalian, China, Sept. 2017.

30     W. Li, J. Lu, Y. Xu, Z. Wei, Y. Tian, Yiming Miao *, "Wireless Cooperative Caching in Device-to-Device Networks: Simulation and Modeling", 12th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities (TRIDENTCOM 2017), Dalian, China, Sept. 2017. (Best Paper Award)

31     M. Liu, K. Lin, J. Yang, D. Xiao, Yiming Miao, L. Wang, W. Li, Z. Wei, J. Lu "Mobile Cloud Platform: Architecture, Deployment and Big Data Applications", cloudcomp 2016, Guangzhou, China, Nov. 2016. (Best Paper Award)

32     Yiming Miao, "Data Multi-hop Algorithm for Wireless Sensor Networks based on LEACH Protocol", International Conference on Electrical and Control Engineering 2015, Guilin, April 18-19 2015.

33     Yiming Miao, "Cluster-head Election Algorithm for Wireless Sensor Networks based on LEACH Protocol", International Conference on Sensors, Measurement and Intelligent Materials 2014, Zhuhai, November 25-26, 2014.