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Home → Faculty → Dr. Ming-Chun Lee Associate Professor
Dr. Ming-Chun Lee
Dr. Ming-Chun Lee
Associate Professor
Group:
Wireless Communications
Office:
ED833
Phone:
E-mail:
mingchunlee@nycu.edu.tw
Website:
https://sites.google.com/view/ming-chun-lee/home?authuser=0
Research:
Wireless Communication Technology, Intelligent Signal Processing, Wireless Sensing Technology
  • Biography
    Ming-Chun Lee (Member, IEEE) received the B.S. and M.S. degrees in electrical and computer engineering from the National Chiao Tung University, Hsinchu, Taiwan, in 2012 and 2014, respectively, and the Ph.D. degree from the Ming Hsieh Department of Electrical Engineering, University of Southern California, in 2020. From 2014 to 2016, he was a Research Assistant with the Wireless Communications Laboratory, Research Center for Information Technology Innovation, Academia Sinica, Taiwan. He is currently an Assistant Professor with the Institute of Communications Engineering, National Yang Ming Chiao Tung University. His research interests include signal processing, and design, modeling, and analysis in wireless systems and networks. He is especially working on topics relevant to caching, computing, and communication in wireless networks and integrated sensing and communication systems in recent years. He received the USC Annenberg Fellowship, from 2016 to 2020. He was awarded an Exemplary Reviewer of the IEEE Transactions on Communications, in 2019.

    Personal Information:
    o NYCU Academic Hub: https://scholar.nycu.edu.tw/zh/persons/ming-chun-lee
     

  • Experience, Honors and Awards

    EDUCATION

    • Doctor of Philosophy, Electrical Engineering, University of Southern California, Los Angeles, California, USA, 2016-2020
    • Master of Science, Communications Engineering, National Chiao Tung University, Hsinchu, Taiwan, 2012-2014
    • Bachelor of Science, Electrical Engineering and Computer Science, National Chiao Tung University, Hsinchu, Taiwan, 2008-2012

    EXPERIENCE

    • Assistant Professor, National Yang Ming Chiao Tung University, Hsinchu, Taiwan, 2020-Present
    • Member and Research Assistant, Wireless Devices and Systems (WiDeS) group, University of Southern California, Los Angeles, USA, 2016-2020
    • Research Assistant, Academia Sinica, Taipei, Taiwan, 2014-2016
    • Member, Communication System Design and Signal Processing Lab, National Chiao Tung University, Hsinchu, Taiwan, 2012-2014
    • Member, MediaTek Research Center at National Chiao Tung University, 2012-2014

    SERVICE

    • Publicity Co-chair, IEEE VTS APWPA 2022
    • Member, Technical Program Committee, IEEE PIMRC 2015-2023, IEEE MASS 2021-2023, IEEE VTS APWCS 2022, IEEE ICC 2023
    • Reviewer, IEEE Transactions on Wireless Communications, IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, IEEE Transactions on Information Theory, IEEE Transactions on Mobile Computing, IEEE/ACM Transactions on Networking, IEEE Journal on Selected Areas in Communications, IEEE Transactions on Green Communications and Networking, IEEE Communications Letter, IEEE Wireless Communications Letter, IEEE Access, IEEE Systems Journal, IET Radar, Sonar & Navigation, EURASIP Journal on Wireless Communications and Networking, Numerous IEEE conferences

    AWARDS

    • Exemplary Reviewer of IEEE Transactions on Communications 2019
       

  • Research Highlights
    ●    Wireless systems and networks
    ●    Signal processing in communications
    ●    Learning- and AI-aided communications
    ●    Stochastic controls and optimizations of wireless networks
    ●    Information Theory in communications
    ●    Radar systems and signal processing
     

  • Journals
    ●    C.-H. Yang, M.-C. Lee, C.-H. Lin, and T.-S. Lee, "Learning-aided beam domain fingerprinting indoor localization with multiple antenna systems," IEEE Transactions Communication, under review.
    ●    J.-H. Kim, M.-C. Lee, and T.-S. Lee, "Generalized UAV deployment for UAV-assisted cellular networks," IEEE Transactions Wireless Communication, under review.
    ●    S.-X. Yu, M.-C. Lee, Z.-T. Liao, and T.-S. Lee, "Joint hybrid precoder and combiner design for MIMO-OFDM systems with dynamic-connected architecture and low-resolution phase shifters," IEEE Transactions Veh. Technol., under review.
    ●    J.-A. Lin, Y.-C. Huang, M.-C. Lee, and P.-N. Chen, "Coded distributed multiplication for matrices of different sparsity levels," IEEE Transactions Communication Under review.
    ●    K.-F. Chen, M.-C. Lee, C.-H. Lin, W.-C. Yeh, and T.-S. Lee, "Multi-fault and severity diagnosis for self-organizing networks using deep supervised learning and unsupervised transfer learning," IEEE Transactions Wireless Communication, under review.
    ●    X.-Y. Cheng, M.-C. Lee, K.-C Hsu, and Y.-W. Peter Hong, "Knowledge caching for federated learning in wireless cellular networks," IEEE Transactions Wireless Communication, under review.
    ●    K.-C. Yeh, C.-H. Yang, M.-C. Lee, T.-S. Lee, H.-C. Chang, "Parameter selection and radar fusion for tracking in roadside units," IEICE Transactions on Communications, Accepted for Publication.
    ●    T.-Y. Huang, M.-C. Lee, C.-H. Yang, and T.-S. Lee, "YOLO-ORE: A deep learning-aided object recognition approach for radar systems," IEEE Transactions Vehicle Technol., Dec. 2022.
    ●    T.-Y. Kuo, M.-C. Lee, J.-H. Kim, and T.-S. Lee, "Quality-aware joint caching, computing and communication optimization for video delivery in vehicular networks," IEEE Transactions Vehicle Technology, Dec. 2022.
    ●    M.-X. Gu, M.-C. Lee, Y.-S. Liu, and T.-S. Lee, "Design and analysis of frequency hopping-aided FMCW-based integrated radar and communication systems," IEEE Transactions Communication vol. 70, no. 12, pp. 8416-8432, Dec. 2022.
    ●    J.-L. Yin, W.-H. Hsiao, M.-C. Lee, and C.-C. Huang, "A comparison between tone-based and code-based cell search schemes for multipath division multiple access," IEEE Access, vol. 10, pp. 126011-126022, 2022.
    ●    M.-C. Lee and A. F. Molisch, "Optimal delay-outage analysis for noise-limited wireless networks with caching, computing, and communications," IEEE Transactions Wireless Communication, Sep, 2022.
    ●    M.-C. Lee, A. F. Molisch, and M. Ji, "Throughput-outage scaling behaviors for wireless single-hop D2D caching networks with physical model," IEEE Transactions Wireless Communication, vol. 21, no. 8, pp. 6523-6538, Aug. 2022.
    ●    J.-L. Yin, M.-C. Lee, W.-H. Hsiao, and C.-C. Huang, "A novel network resolved and mobile assisted cell search method for 5G cellular communication systems," IEEE Access, vol. 10, pp. 75331-75342, Jul. 2022.
    ●    C.-H. Yang, M.-C. Lee, T.-S. Lee, H.-C. Chang, "Parameter selection for radar systems in roadside units," IEICE Transactions on Communications, vol. E105.B, no. 7 pp. 885-892, 2022.
    ●    H.-W. Hsu, M.-C. Lee, M.-X. Gu, Y.-C. Lin, and T.-S. Lee, "Analysis and design for pilot power allocation and placement in OFDM based integrated radar and communication in automobile systems," IEEE Transactions Vehicle Technology, vol. 71, no. 2, pp. 1519-1535, Feb. 2022.
    ●    M.-C. Lee, M. Ji, and A. F. Molisch, “Optimal throughput-outage analysis of cache-aided wireless multihop D2D networks, ” IEEE Transactions Commun, vol. 69, no. 4, pp. 2489-2504, Apr. 2021.
    ●    M.-C. Lee and A. F. Molisch, “Individual preference aware caching policy design in wireless D2D networks,” IEEE Transactions Wireless Commun.,vol. 9, no. 8, pp. 5589-5604, Aug. 2020.
    ●    M.-C. Lee, H. Feng, and A. F. Molisch, “Dynamic caching content replacement in base station assisted wireless D2D caching networks,” IEEE Access, vol. 8, pp. 33909-33925, Feb. 2020.
    ●    M.-C. Lee, M. Ji, A. F. Molisch, and N. Sastry, “Throughput-outage analysis and evaluation of cache-aided D2D networks with measured popularity distributions,” IEEE Transactions Wireless Communication, vol. 18, no. 11, pp. 5316-5332, Nov. 2019.
    ●    M.-C. Lee, A. F. Molisch, N. Sastry, and A. Raman, “Individual preference probability modeling and parameterization for video content in wireless caching networks,” IEEE/ACM Transactions Netw., vol. 27, no. 2, pp. 676-690, Apr. 2019.
    ●    M.-C. Lee and A. F. Molisch, “Caching policy and cooperation distance design for base station assisted wireless D2D caching networks: Throughput and energy efficiency optimization and trade-off," IEEE Transactions Wireless Communication, vol. 17, no. 11, pp. 7500-7514, Nov. 2018.
    ●    M.-C. Lee and W. H. Chung, "Adaptive multimode hybrid precoding for single-RF virtual space modulation with analog phase shift network in MIMO systems," IEEE Transactions Wireless Communication, vol. 16, no. 4, pp. 2139-2152, Apr. 2017.
    ●    M.-C. Lee and W. H. Chung, "Spectral efficiency and energy efficiency optimization via using mode selection for spatial modulation in MIMO systems," IEEE Transactions Veh. Technol., vol. 66, no. 4, pp. 3506-3511, Apr. 2017.
    ●    M.-C. Lee, W. H. Chung, and T. S. Lee, "BER analysis for spatial modulation in multicast MIMO systems," IEEE Transactions Communication, vol. 64, no. 7, pp. 2939-2951, Jul. 2016.
    ●    M.-C. Lee, W. H. Chung, and T. S. Lee, “Limited feedback precoder design for spatial modulation in MIMO systems,” IEEE Communication Letter, vol. 19, no. 11, pp. 1909-1912, Nov. 2015.
    ●    M.-C. Lee, W. H. Chung, and T. S. Lee, "Generalized precoder design formulation and iterative algorithm for spatial modulation in MIMO systems with CSIT," IEEE Transactions Communication, vol. 53, no. 4, pp. 1230-1244, Apr. 2015.
    ●    M.-C. Lee, W. H. Chung, C. J. Huang, G. H. Chung, and T. S. Lee, "Linear transceiver design in uplink coordinated multipoint multiple-input multiple-output systems," IET Communication, vol. 8, no. 17, pp. 3150-3160, Nov. 2014.
     

  • Conference Papers
    ●    K.-C. Hsu, M.-C. Lee, and Y.-W. Peter Hong, "Joint Trajectory and Communication Optimization for UAV-Assisted Over-The-Air Federated Learning, "IEEE 2023 ICC Workshop, May, 2023.
    ●    M.-C. Lee and A. F. Molisch, "Outage Probability Analysis for Downlink Interference-Limited Wireless Edge Networks with Caching, Computing, and Communications," IEEE 2023 ICC, May, 2023.
    ●    J.-H. Kim, M.-C. Lee, and T.-S. Lee, "Generalized UAV Deployment Design for UAV-Assisted Wireless Networks," IEEE 2023 ICC, May, 2023.
    ●    S.-X. Yu, M.-C. Lee, and T.-S. Lee, "Dynamic-Connected Hybrid Precoding for MIMO-OFDM Systems with Low-Resolution Phase Shifters," IEEE 2022 GlobeCom, Dec. 2022.
    ●    M.-X. Gu, M.-C. Lee, and T.-S. Lee, "A Novel Frequency Hopping-Aided FMCW Integrated Radar and Communication System," IEEE VTS APWCS, Aug. 2022.
    ●    C.-H. Yang, M.-C. Lee, C.-H. Lin, and T.-S. Lee, "Beam Domain Based Fingerprinting Indoor Localization with Multiple Antenna Systems," IEEE VTC2022-Spring, Jun. 2022.
    ●    J.-H. Kim, M.-C. Lee, and T.-S. Lee, "Deep-Learning Based Multi-Object Detection and Tracking using Range-Angle Map in Automotive Radar Systems, "IEEE VTC2022-Spring, Jun. 2022.
    ●    M.-C. Lee and A. F. Molisch, "Asymptotic Delay-Outage Analysis for Noise-Limited Wireless Networks with Caching, Computing, and Communications," IEEE 2022 ICC, May, 2022.
    ●    T.-Y. Kuo, M.-C. Lee, and T.-S. Lee, "Quality-Aware Caching, Computing and Communication Optimization for Video Delivery in Vehicular Networks," IEEE 2022 ICC, May, 2022.
    ●    X.-Y. Cheng, M.-C. Lee, and Y.-W. Peter Hong, "Knowledge Caching for Federated Learning, "IEEE 2021 GlobeCom, Dec. 2021.
    ●    C.-H. Yang, M.-C. Lee, and T.-S. Lee, "Self-Diagnosis of Radar System State in RSU Applications , "IEEE VTC2021-Fall, Sep. 2021.
    ●    M.-C. Lee and Y.-W. Peter Hong, "Socially-Aware Joint Recommendation and Caching Policy Design in Wireless D2D Networks, "IEEE 2021 ICC, Jun, 2021.
    ●    M.-C. Lee, A. F. Molisch, and M. Ji, "Throughput-Outage Scaling Laws for Wireless Single-Hop D2D Caching Networks with Physical Models," IEEE 2021 ICC, Jun., 2021.
    ●    K.-F. Chen, C.-H. Lin, M.-C. Lee, and T.-S. Lee, "Deep Learning-Based Multi-Fault Diagnosis for Self-Organizing Networks," IEEE 2021 ICC, Jun., 2021.
    ●    H.-W. Hsu, Y.-C. Lin, M.-C. Lee, C.-H. Lin, and T.-S. Lee, "Deep Learning-Based Range-Doppler Map Reconstruction in Automotive Radar Systems," IEEE VTC2021-Spring, Apr. 2021.
    ●    M.-C. Lee, M. Ji, and A. F. Molisch, “Throughput-Outage Analysis of Cache-Aided Wireless Multihop D2D Networks, ” IEEE 2020 GlobeCom, Dec. 2020.
    ●    M.-C. Lee and A. F. Molisch, "Noncoordinated Individual Preference Aware Caching Policy in Wireless D2D Networks," IEEE ICC 2020, May 2020.
    ●    F. Rottenberg, M.-C. Lee, T. Choi, C. Zhang, and A. F. Molisch, “Robust Non-Coherent Beamforming for FDD Downlink Massive MIMO,” IEEE VTC-Spring 2020, May 2020.
    ●    M.-C. Lee, M. Ji, A. F. Molisch, and N. Sastry, “Performance of caching-based D2D video distribution with measured popularity distributions,” in Proc. IEEE GlobeCom, Dec. 2019.
    ●    M.-C. Lee, H. Feng, and A. F. Molisch, “Design of Dynamic Caching Content Replacement in Base Station Assisted Wireless D2D Caching Networks,” in Proc. IEEE ICC, May 2019.
    ●    M.-C. Lee and A. F. Molisch, "On the Caching Policy and Cooperation Distance Design in Base Station Assisted Wireless D2D Networks," in Proc. IEEE ICC, May 2018.
    ●    M.-C. Lee and A. F. Molisch, “Individual Preference Aware Caching Policy Design for Energy-Efficient Wireless D2D Communications,” in Proc. IEEE GlobeCom, Dec. 2017.
    ●    M.-C. Lee, A. F. Molisch, N. Sastry, and A. Raman, “Individual Preference Probability Modeling for Video Content in Wireless Caching Networks,” in Proc. IEEE GlobeCom, Dec. 2017.
    ●    M.-C. Lee and W. H. Chung, “Mean Square Error (MSE) Based Hybrid Analog and Digital Combining for Systems with Large Receive Antenna Arrays,” in Proc. IEEE SPAWC, Jul. 2017.
    ●    M.-C. Lee and W. H. Chung, “Transmitter design of beamforming aided spatial modulation in millimeter wave MIMO systems,” in Proc. IEEE PIMRC 2016, Sep. 2016.
    ●    M.-C. Lee and W. H. Chung, “Configuration selection and precoder design for spatial modulation in multicast MIMO systems,” in Proc. IEEE PIMRC 2015, Hong Kong, China, Sep. 2015.
    ●    M.-C. Lee, W. H. Chung, and T. S. Lee, "Precoder design for space shift keying in MIMO systems with limited feedback," in Proc. IEEE PIMRC 2014, Washington DC, USA, Sep. 2014.
    ●    M.-C. Lee, C.-J. Huang, W. H. Chung, and T. S. Lee, "A low complexity configuration selection algorithm in IA-aided uplink coordinated multipoint systems," in Proc. IEEE VTC 2014-Spring, Seoul, Korea, May, 2014.
    ●    C.-S. Lee, M.-C. Lee, C. J. Huang and T. S. Lee, “Sectorization with beam pattern design through 3D beamforming techniques,” in Proc. IEEE APSIPA ASC 2013, Kaohsiung, Taiwan, Oct. 2013.
     

  • Book Chapters
    ●    M.-C. Lee, M. Ji, and A. F. Molisch, “Scaling laws for cache-aided device-to-device networks for wireless video,” Edge Caching for Mobile Networks, edited by H. Vincent Poor and Wei Chen, The IET Press, 2021.
    ●    T.-S. Lee, M.-C. Lee, et. al., “第五代行動通訊系統3GPP New Radio (NR)：原理與實務”, “5G mobile communication systems 3GPP New Radio (NR): Theory and practice (English Title)”, Chuan Hwa Book Co., Ltd., New Taipei, Taiwan (R.O.C.), Nov. 2021.
    ●    T.-S. Lee, M.-C. Lee, C.-S. Lee, C.-J. Huang, “第四代行動通訊系統3GPP LTE-Advanced：原理與實務”, “4G mobile communication systems 3GPP LTE/LTE-Advanced: Theory and practice (English Title)”, Chuan Hwa Book Co., Ltd., New Taipei, Taiwan (R.O.C.), Jul. 2015.
     

  • Patents
    ●    K.-M. Chen, T.-H. Chang, K.-C. Wang, and T.-S. Lee, "Machine learning based automatic diagnosis in mobile communication networks," in IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 10081-10093, Oct. 2019
    ●    Y.-C. Lin, T.-S. Lee, Y.-H. Pan, and K.-H. Lin, "Low-complexity high-resolution parameter estimation for automotive MIMO radars," in IEEE Access, vol. 8, pp. 16127-16138, 2020
     
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