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Mingjie   Feng     Professor

Wuhan National   Laboratory for Optoelectronics,

Huazhong University of   Science and Technology
Email:mingjiefeng@hust.edu.cn
Address: Room B402, Wuhan National Laboratory for Optoelectronics,

1037 Luoyu Road,   Wuhan, 430074 P. R. China.

 

Research Interest

Wireless Communications, Mobile Communication Networks,Heterogeneous Cellular Networks, Massive MIMO,Millimeter-wave Communications, Mobile Edge Computing.

 

Join Us
I am currently looking for highly motivated students to join our group. Candidates with background in wireless communication, mathematical modeling, and algorithm design are encouraged to apply. Good writing and analytical skills are essential, hands-on experience in experiments related wireless communication is a good plus.

 

Working Experience

2023.01-now: Professor, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology.

  2021.01-2023.03:Associate Professor, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology.

2020.08-2021.01,Research Scientist,Intelligent Fusion Technology Inc.

2018.08-2020.08, Postdoctoral Research Associate, Department of Electrical and Computer Engineering, The University of Arizona.Collaborating Supervisor: Prof. Marwan Krunz.

2013.03-2013.05, Research Assistant, Department of Computer Science and Engineering, Hong Kong University of Science and Technology. Collaborating Supervisor: Prof. Qian Zhang.

Educational Experience

2013.08-2018.08, Ph.D., Department of Electrical and Computer Engineering, Auburn University.Advisor: Prof. Shiwen Mao.

2011.09-2013.06, M.E., School of Electronic Information and Communications,Huazhong University of Science and Technology. Advisor: Prof. Tao Jiang.

2006.09-2010.06, B.E., School of Electronic Information and Communications,Huazhong University of Science and Technology.

 

Research Grants

The National Natural Science Foundation of China, Youth Program, “Research on basestation sleep control in higher frequency mobilecommunication networks”, 2016-2018;


Publications

Journal & Magazine     

  1. Mingjie Feng, Shiwen Mao, and Tao Jiang, “Dealing with link blockage in mmWave networks: A combination of D2D relaying, multi-beam reflection, and handover,” IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 6476-6759, Aug. 2022.

  2.  Guojun He, Mingjie Feng, Yu Zhang, Guanghua Liu, Yueyue Dai, and Tao Jiang, “Deep reinforcement learning based task-oriented communication in multi-agent systems,” Appear to IEEE Wireless Communications.

  3.  Xiaotong Shi, Mingjie Feng, Guojun He, Silan Li, and Tao Jiang, “A versatile experimental platform for tactile Internet: Design guidelines and practical implementation. Appear to IEEE Network.

  4.  Xianan Zhang, Lieke Chen, Mingjie Feng, and Tao Jiang, “Toward reliable non-line-of-sight localization using multipath reflections,” ACM Interactive, Mobile, Wearable Ubiquitous Technologies, vol. 6, no. 1, no. 36, pp. 1-25, Mar. 2022.

  5.  Mingjie Feng, Marwan Krunz, and Wenhan Zhang, “Joint task partitioning and user association for latency minimization in mobile edge computing networks,” IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 8108-8121, Aug. 2021.

  6.  Jie Ding, Daiming Qu, Mingjie Feng, Jinho, Choi, and Tao Jiang, “Dynamic preamble resource partitioning for critical MTC in massive MIMO systems,” IEEE Internet of Things Journal, vol. 8, no. 20, pp. 15361-15371, Oct. 2021.

  7.  Mingjie Feng and Shiwen Mao, “Dealing with limited backhaul in millimeter wave systems: A deep reinforcement learning approach,” IEEE Communications Magazine, vol. 57, no. 3, pp. 50-55, Mar. 2019.

  8.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Dynamic base station sleep control and RF chain activation for energy efficient millimeter wave cellular systems,” IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9911-9921, Aug. 2018.

  9.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Joint frame design, resource allocation and user association for massive MIMO heterogeneous networks with wireless backhaul,” IEEE Transactions on Wireless Communications, vol. 17, no. 3, pp. 1937-1950, Mar. 2018.

  10.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “BOOST: Base station on-off switching strategy for green massive MIMO HetNets,” IEEE Transactions on Wireless Communications, vol. 16, no. 11, pp. 7319-7332, Nov. 2017.

  11.  Mingjie Feng and Shiwen Mao, “Interference management and user association for nested array-based massive MIMO HetNets,” IEEE Transactions on Vehicular Technology, vol. 67, no. 1, pp. 454-466, Jan. 2018.

  12.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Base station ON-OFF switching in 5G wireless networks: Approaches and challenges,” IEEE Wireless Communications, vol. 24, no. 4, Aug. 2017.

  13.  Salman Saadat, Da Chen, Kai Luo, Mingjie Feng, and Tao Jiang, “License assisted accessWiFi coexistence with TXOP backoff for LTE in unlicensed band,” China Communications, vol. 14, no. 3 pp. 1-14, Apr. 2017.

  14.  Mingjie Feng, Zhifeng He, and Shiwen Mao, “QoE driven video streaming over cognitive radio networks for multi-user with single channel access,” IEEE ComSoc MMTC Communications-Frontiers, vol. 12, no. 2, pp. 7-11, Mar. 2017.

  15.  Mingjie Feng and Shiwen Mao, “Harvest the potential of massive MIMO with multi-layer techniques,” IEEE Network, vol. 30, no. 5, Sept./Oct. 2016.

  16.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Enhancing the performance of future wireless networks with Software Defined Networking,” Springer Frontiers of Information Technology and Electronic Engineering Journal, vol. 17, no. 7, pp. 606-619, July 2016.

  17.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Joint duplex mode selection, channel allocation, and power control for full-duplex cognitive femtocell networks,” Elsevier Digital Communications and Networks Journal, vol. 1, no. 1, pp. 30-44, Feb. 2015.

  18.  Mingjie Feng, Tao Jiang, Da Chen, and Shiwen Mao, “Cooperative small cell networks: High capacity for hotspots with interference mitigation,” IEEE Wireless Communications, vol. 21, no. 6, pp. 108-116, Dec. 2014.

Conference      

  1. Mingjie Feng, Wenhan Zhang, and Marwan Krunz, “Dynamic spectrum access in non-stationary environments: A DRL-LSTM integrated approach”, in Proc. ICNC 2023, Honolulu, Hawaii, USA, Feb. 2023.

  2.  Yu Zheng, Mingjie Feng, Guojun He, Qi Zhang, and Wenbin Li, “Time efficient solution for formula student driverless competition: A unmanned aerial vehicle scouting approach,” in Proc. IEEE ICCAR 2022, Online, Apr. 2022.

  3.  Mingjie Feng and Marwan Krunz, “Program placement optimization for storage-constrained mobile edge computing systems: A multi-armed bandit approach,” in Proc. IEEE WoWMoM 2021, Online, June 2021.

  4.  Mingjie Feng, Berk Akgun, Irmak Aykin, and Marwan Krunz, “Beamwidth optimization for initial access in 5G NR millimeter wave cellular networks,” in Proc. IEEE ICC 2021, Online, June 2021.

  5.  Mingjie Feng, Marwan Krunz, and Wenhan Zhang, “Task partitioning and user association for latency minimization in mobile edge computing networks,” in IEEE INFOCOM ICCN WKP 2021, Online, May 2021.

  6.  Wenhan Zhang, Mingjie Feng, Marwan Krunz, and Amir Abyaneh, “Signal detection and classification in shared spectrum: A deep learning approach,” in Proc. IEEE INFOCOM 2021, Online, May 2021.

  7.  Qi Zhao, Mingjie Feng, Li Li, Yi Li, Hang Liu, and Genshe Chen, “Deep reinforcement learning based task scheduling scheme in mobile edge computing network,” in Proc. SPIE Sensors and Systems for Space Applications XIV 2021, Online, Apr. 2021.

  8.  Mingjie Feng, Qi Zhao, Nichole Sullivan, Genshe Chen, Khanh D. Pham, and Erik Blasch, “Task assignment in mobile edge computing networks: A deep reinforcement learning approach,” in Proc. SPIE Sensors and Systems for Space Applications XIV 2021, Online, Apr. 2021.

  9.  Jie Ding, Mingjie Feng, Mahyar Nemati, and Jinho Choi, “Performance analysis of massive MIMO assisted semi-grant-free random access,” in Proc. IEEE CCNC 2021, Las Vegas, NV, USA, Jan. 2021.

  10.  Wenhan Zhang, Mingjie Feng, Marwan Krunz, and Haris Volos, “Latency prediction for delay-sensitive V2X applications in mobile cloud/edge computing systems,” in Proc. IEEE GLOBECOM 2020, Tapei, Taiwan, China, Dec. 2020.

  11.  Irmak Aykin, Berk Akgun, Mingjie Feng, and Marwan Krunz, “MAMBA: A multi-armed bandit framework for beam tracking in millimeter-wave systems,”in Proc. IEEE INFOCOM 2020, online, July 2020.

  12.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Dealing with link blockage in MmWave networks: D2D relaying or multi-beam reflection?,” in Proc. IEEE PIMRC 2017, Montreal, Canada, Oct. 2017.

  13.  Mingjie Feng and Shiwen Mao, “Adaptive pilot design for massive MIMO HetNets with wireless backhaul,” in Proc. IEEE SECON 2017, San Diego, CA, USA, June 2017.

  14.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “BOOST: Base station on-off switching strategy for energy efficient massive MIMO HetNets,” in Proc. IEEE INFOCOM 2016, San Francisco, CA, USA, Apr. 2016.

  15.  Mingjie Feng and Shiwen Mao, “Interference management in massive MIMO HetNets: A nested array approach,” in Proc. IEEE GLOBECOM 2016, Washington DC, USA, Dec. 2016.

  16.  Chunxing Ni, Mingjie Feng, Kai Luo, Tao Jiang, and Shiwen Mao, “Additive cancellation signal method for sidelobe suppression in NC-OFDM based cognitive radio systems,” in Proc. IEEE GLOBECOM 2015, San Diego, CA, Dec. 2015.

  17.  Mingjie Feng, Shiwen Mao, and Tao Jiang, “Duplex mode selection and channel allocation for full-duplex cognitive femtocell networks,” in Proc. IEEE WCNC 2015, New Orleans, LA, USA, Mar. 2015.

  18.  Peng Gao, Da Chen, Mingjie Feng, Daiming Qu, and Tao Jiang, “On interference avoidance method in two-tier LTE networks with femtocells,” in Proc. IEEE WCNC 2013, Shanghai, China, Apr. 2013.

  19.  Mingjie Feng, Da Chen, Zhiqiang Wang, Tao Jiang, and Daiming Qu, “An improved spectrum management scheme for OFDMA femtocell networks,”in Proc. IEEE ICCC 2012, Beijing, China, Aug. 2012.

  20.  Mingjie Feng, Da Chen, Zhiqiang Wang, Tao Jiang, and Daiming Qu, “Throughput improvement for OFDMA femtocell networks through spectrum allocation and access control strategy,” in Proc. IEEE COMCOMAP 2012, Hong Kong, China, Jan. 2012.

 

SelectedAwards

1.       National overseas high-level young Talents Program

2.     High Level Talent Program of Hubei Province

3.       Best Paper Award of Digital Communications and Networks

4.       Chinese Government Award for Outstanding Self-financed Students Abroad

5.       BestReviewer of IEEE Transactions on Wireless Communications

6.       Woltosz Fellowship from Auburn University

7.       First Prize in National English Contest for College Students

 

Service

·        Journal Editorial Board: Editorial Board of Digital Communications and Networks, Guest editorial Board of Electronics.

·         Conference Technical Program Committee：

2018  IEEE WCSP
2019  IEEE MASS
2020  IEEE CCNC
2021  IEEE ICC, IEEE MASS, IEEE CCNC
2022  IEEE ICC, IEEE MASS, IEEE CCNC, IEEE CSCN
2023  IEEE ICC, IEEE CCNC, IEEE MASS.

·         Invited as Reviewer for：

ACM/IEEE Transactions on Networking, IEEE Transactions on Mobile Computing, IEEE Transactions on Wireless Communication, IEEE Transactions Communications, IEEE Communications Magazine, IEEE Wireless Communications, IEEE Transactions on Vehicular Technology, IEEE Transactions on Broadcasting, IEEE INFOCOM, IEEE ICDCS, IEEE GLOBECOM, IEEE ICC, IEEE WCNC.