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李明峻
李明峻
副教授
組　　　別：
系統組
辦　公　室：
ED833
電　　　話：
信　　　箱：
mingchunlee@nycu.edu.tw
實驗室名稱：
無線通訊與系統實驗室
實驗室位置：
ED916
實驗室分機：
54588
實驗室網站：
https://sites.google.com/view/ming-chun-lee/home?authuser=0
研究　主題：
無線通訊技術, 智慧訊號處理, 無線感知技術
  • 個人簡歷
    李明峻（IEEE會員）於2012年和2014年分別從台灣新竹的國立交通大學獲得電機與資訊工程的學士和碩士學位，並於2020年從美國南加州大學電機工程系獲得博士學位。2014年至2016年期間，他曾在台灣中央研究院資訊科技創新研究中心的無線通訊實驗室擔任研究助理。目前，他是國立陽明交通大學通訊工程學院的助理教授。他的研究興趣包括信號處理，無線系統和網路中的設計、建模和分析。近年來，他專注於無線網路中與快取、計算和通訊相關的主題，以及整合感知和通訊系統。他曾獲得南加州大學安南堡獎學金（2016年至2020年），並於2019年獲得IEEE通訊期刊的傑出評審獎。

  • 經歷與榮譽

    教育背景

    • 哲學博士，電機工程，美國加州洛杉磯南加州大學，2016年至2020年

    • 碩士，通訊工程，台灣新竹國立交通大學，2012年至2014年

    • 學士，電機工程與電腦科學，台灣新竹國立交通大學，2008年至2012年

    工作經驗

    • 助理教授，台灣新竹國立陽明交通大學，2020年至今

    • 成員和研究助理，美國洛杉磯南加州大學無線設備和系統（WiDeS）小組，2016年至2020年

    • 研究助理，台灣台北中央研究院，2014年至2016年

    • 成員，台灣新竹國立交通大學通信系統設計和信號處理實驗室，2012年至2014年

    • 成員，台灣新竹國立交通大學聯發科研究中心，2012年至2014年

    服務

    • 宣傳副主席    IEEE VTS APWPA 2022

    • 成員    IEEE PIMRC 2015-2023、IEEE MASS 2021-2023、IEEE VTS APWCS 2022、IEEE ICC 2023技術計畫委員會

    • 審稿人    IEEE無線通訊期刊、IEEE通訊期刊、IEEE車載技術期刊、IEEE資訊理論期刊、IEEE行動運算期刊、IEEE/ACM網絡交易期刊、IEEE通信領域選刊期刊、IEEE綠色通訊與網絡期刊、IEEE通訊信函、IEEE無線通信信函、IEEE Access、IEEE系統期刊、IET雷達、聲納與導航期刊、EURASIP無線通訊與網絡期刊、眾多IEEE會議

    獎項

    • IEEE通訊期刊2019年傑出審稿人


  • 研究主題
    • 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

  • 期刊論文
    • M.-H. Yang, M.-C. Lee, and Y.-W. Peter Hong, "Joint Caching and Recommendation Optimization from Network and User Perspectives in Wireless D2D Networks," IEEE Trans. Commun., Under review.
    • Y.-S. Liu, M.-C. Lee, S.-F. Wu, C.-H. Chou, and T.-S. Lee, "Ambiguity Function-Based Joint Beamforming Design and Subcarrier Allocation for MIMO-OFDM Joint Radar and Communication Systems," IEEE Trans. Commun., Under review.
    • Y.-M. Lin, S.-P. Huang, M.-C. Lee, and Y.-R. Huang, "Joint Caching, Communication and Trajectory Optimization for Wireless Edge Networks with Multiple UAVs and Multiple BSs," IEEE Access, Under review.
    • J.-K. Chen, M.-C. Lee, P.-C. Kang, and T.-S. Lee, "Roadside Radar Network Deployment and Parameter Optimization in Road Environments," IEEE Trans. Veh. Technol., In press.
    • X.-Y. Cheng, M.-C. Lee, K.-C Hsu, and Y.-W. Peter Hong, "Knowledge Caching for Federated Learning in Wireless Cellular Networks," IEEE Trans. Wireless Commun., In press.
    • J.-H. Kim, M.-C. Lee, and T.-S. Lee, "Generalized UAV Deployment for UAV-Assisted Cellular Networks," IEEE Trans. Wireless Commun., In press.
    • J.-A. Lin, Y.-C. Huang, M.-C. Lee, and P.-N. Chen, "Coded Distributed Multiplication for Matrices of Different Sparsity Levels," IEEE Trans. Commun., vol. 72, no. 4, pp. 633-647, Feb. 2024.
    • 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 Trans. Wireless Commun., vol. 23, no. 1, pp. 141-157, Jan. 2024.
    • 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 Trans. Veh. Technol., vol. 72, no. 5, pp. 5715-5731, May 2023.
    • 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 Trans. Veh. Technol., vol. 72, no. 4, pp. 5240-5256, Apr. 2023.
    • 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, vol. E106-B, no. 9, pp.855-863, 2023.
    • M.-C. Lee and A. F. Molisch, "Optimal Delay-Outage Analysis for Noise-Limited Wireless Networks with Caching, Computing, and Communications," IEEE Trans. Wireless Commun., vol. 22, no. 2, pp. 1417-1431, Feb. 2023.
    • 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 Trans. Commun., 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, Dec. 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 Trans. Wireless Commun., 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 Trans. Veh. Technol., 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 Trans. Commmun, 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 Trans. 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 Trans. Wireless Commun., 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 Trans. 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 Trans. Wireless Commun., 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 Trans. Wireless Commun., 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 Trans. 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 Trans. Commun., 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 Commun. Lett., 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 Trans. Commun., 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 Commun., vol. 8, no. 17, pp. 3150-3160, Nov. 2014.

  • 會議論文
    • Z.-T. Liao, M.-C. Lee, S.-F. Wu, and T.-S. Lee, "Beamforming Design for Multi-User MIMO-OFDM Integrated Sensing and Communication Systems," IEEE 2024 ICC, Jun., 2024.
    • C.-H. Chou, M.-C. Lee, P.-C. Kang, and T.-S. Lee, "Robust Beamforming Design for MIMO-OFDM Joint Radar and Communication Systems," IEEE 2024 ICC, Jun., 2024.
    • J.-K. Chen, M.-C. Lee, P.-C. Kang, and T.-S. Lee, "Joint Optimization of Deployment and Parameters for Roadside Radars in Road Environments," IEEE VTC2023-Fall, Oct. 2023.
    • S.-X. Yu, M.-C. Lee, P.-C. Kang, and T.-S. Lee, "Joint Hybrid Precoder and RIS Design for RIS-Aided MIMO-OFDM Systems," IEEE VTC2023-Fall, Oct. 2023.
    • 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.

  • 專書章節
    • 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.

  • 專　　利
    • K. M. Chen, T. H. Chang, K. C. Wang, H. P. Liu and T. S. Lee, Machine Learning Based Automatic Diagnosis in Mobile Communication Networks, to appear in IEEE Trans. Vehicular Technologies, 2019
    • Y. C. Lin, T. S. Lee, Y. H. Pan and K. H. Lin, Low-Complexity High-Resolution Parameter Estimation for Automotive MIMO Radars, IEEE Access ( Early Access ), 2019
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