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Yiming Miao |
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Yiming Miao received the B.Sc. degree in College of Computer Science and Technology from Qinghai Univerisity, Xining, China in 2016. Currently, she is a Ph.D candidate in School of Computer Science and Technology at Huazhong University of Science and Technology (HUST). Her research interests include IoT sensing, big data analytics and emotion-aware computing, etc. |
| Selected Publications: 2021 | |
| 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 Systems, DOI: 10.1109/TITS.2020.3023189, 2021. (JCR一区期刊，影响因子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, DOI: 10.1109/TNSE.2020.3047417, 2021. (JCR一区期刊，影响因子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 Internet of Things Journal , Vol. 8, No. 4, pp. 2289-2299, 2021. (JCR一区期刊，影响因子9.636) |
| 4 | Y. Jiang, Yiming Miao, et al., "Ultra large-scale crowd monitoring system: architecture and design issues", IEEE Internet of Things Journal , to appear, 2021. (JCR一区期刊，影响因子9.636) |
| 5 | X. Li, Q. Yu, B. Alzahrani, A. Barnawi, A. Alhindi, Y. Hao, Yiming Miao, "Data Fusion for Autonomous Crowd Monitoring System: A Survey", IEEE Access, accepted, 2021. (JCR一区期刊，影响因子3.244) |
| 6 | Y. Tang, Yiming Miao, et al., "Joint Global and Local Path Planning Optimization based UAV Task Scheduling toward Crowd Air Monitoring", Computer Network, accepted, 2021. |
| Selected Publications: 2020 | |
| 1 | Yiming Miao, M. Zhou, A. Ghoneim, "Blockchain and AI based Natural Gas Industrial IoT System: Architecture and Design Issues", IEEE Network, Vol. 34, No. 5, pp. 84-90, 2020. (JCR一区期刊，影响因子7.23) |
| 2 | Yiming Miao, G. Wu, M. Li, et at., "Intelligent task prediction and computation offloading based on mobile-edge cloud computing", Future Generation Computer Systems, Vol. 102, pp. 925-931, Jan. 2020. |
| 3 | 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. |
| 4 | L. Hu, Yiming Miao, J. Yang, et al., "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. (影响因子: 11.391) |
| 5 | 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. |
| Selected Publications: 2019 and before | |
| 1 | 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, Vol. 19, No. 19, pp. 8371-8378, Oct. 2019. [LocalPDF] (影响因子: 3.076) |
| 2 | 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. |
| 3 | M. Chen, Yiming Miao, I. Humar, "OPNET IoT Simulation", Springer Nature, Singapore, 600 pages, April 2019. Professional Book |
| 4 | 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. (JCR一区期刊，影响因子9.515) |
| 5 | 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. (JCR一区期刊，影响因子3.244) [LocalPDF] |
| 6 | M. Chen, Yiming Miao, Y. Hao, K. Hwang, "Narrow Band Internet of Things", IEEE Access, Vol. 5, pp. 20557-20577, 2017. (JCR一区期刊，影响因子3.244) |
| 7 | 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. (JCR四区期刊，影响因子1.899) |
| 8 | 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. （ JCR二区期刊，影响因子3.259 ） |
| 9 | 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.（ JCR 一区期刊，影响因子 4.639 ） |
| 10 | L. Hu, Yiming Miao (*corresponding author), 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. （ JCR 一区期刊，影响因子 4.639 ） |
| 11 | 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. （ JCR 一区期刊，影响因子 7.230 ） |
| 12 | Jeungeun Song, Yiming Miao, Enmin Song, M. Shamim Hossain, Mohammed F. Alhamid, "Reliability-Aware Cooperative Node Sleeping and Clustering in Duty-Cycled Sensors Networks", Sensors, Vol. 18, No. 1, Article ID: 127, 2018. (影响因子: 2.677) |
| 13 | 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） |
| 14 | 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. （JCR一区期刊，影响因子3.500）[LocalPDF] |
| 15 | B. Li, L. Peng, Y. Hao, Yiming Miao (corresponding author), 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 （JCR二区期刊，影响因子1.535）[LocalPDF] |
| 16 | Ping 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 （JCR二区期刊，影响因子1.530）[LocalPDF] |
| 17 | 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. (影响因子3.244) [LocalPDF] |
| Selected TextBook | |
| M. Chen, Yiming Miao, I. Humar, OPNET IoT Simulation, Springer, Singapore, ISBN: 978-981-329-170-6, 2019. Springer: [link] |
| Selected Publications: Conference Papers | |
| 1 | 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. |
| 2 | W. Li, J. Lu, Y. Xu, Z. Wei, Y. Tian, Yiming Miao (corresponding author), "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 Student Paper Award) |
| 3 | 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 Student Paper Award)[LocalPDF] |
| 4 | 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. [LocalPDF] |
| 5 | 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. [LocalPDF] |
| Education | ||
| 1 | Ph.D Candidate 2016.09- |
Computer Science and Technology Huazhong University of Science and Technology Advisor: Prof. MinChen |
| 2 | Bachelor 2012.09-2016.06 |
Computer Science and Technology Qinghai University Advisor: Yongwei Meng |
| Awards | |
| 2012-2013 | |
| Scholarship of Academic Excellent, University of Qinghai
Merit Student,University of Qinghai |
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| 2013-2014 | |
| Excellent Student, University of Qinghai
Excellent League Member, University of Qinghai |
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| 2014-2015 | |
| Scholarship of Academic Excellent, First Prize, University of Qinghai
Excellent Student, University of Qinghai Excellent League Member, University of Qinghai |
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| 2015-2016 | |
| Scholarship of Academic Excellent, First Prize, University of Qinghai
Outstanding Graduate, University of Qinghai |
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| Research Experience and Results | |
| 1 | Undergraduate Thesis： Research on energy saving technology of Wireless Sensor Networks
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| 2 | 2014 China Undergraduate Mathematical Contest in Modeling：Design and control strategy of soft landing trajectory of Chang'e 3. As a team leader, in charge of the work division, writing papers, handle procedure and team coordination Won the national first prize |
| 3 | Energy Saving technology
Research in WSN of The Scientific Research Foundation of the Young and Middle-aged
(2014-QGY-18)： In charge of researching energy saving technology |
| Skills |
| English Level：CET-6 |
| Programming Language: C/C++, Python, Java, HTML+CSS+JavaScript |
| Database: SQL server |
| Opera System: Windows/Linux |
| Hobbies |
| Singing, Watching Movie, Traveling, Cartoon |
| Links |
| Back | Yiming Miao @ 2015 |