We have been the main performers (for both ideas and details) of various research projects and papers, in which results are acknowledged in top conferences and journals. The timely update of the publications will be in google scholar of the advisor and below
C.-H. Chang, M.-C Lee, and B.-H. Su, "Two-Timescale Quality-Aware Caching, Computing, and Communication Joint Optimization for AI Services with Slimmable Neural Networks in Wireless Networks," IEEE Trans. Mobile Comput., Under review.
P.-C. Kang, M.-C. Lee, T.-C. Chiu, T.-Y. Kuo, and T.-S. Lee, "Digital and Hybrid Precoding and RF Chain Selection Designs for Energy Efficient Multi-User MIMO-OFDM ISAC Systems," IEEE Trans. Veh. Technol., Under review.
P.-C. Kang, C.-H. Chou, M.-C. Lee, M.-C. Wu, and T.-S. Lee, "Robust Digital and Hybrid Beamforming Designs for MIMO-OFDM Integrated Sensing and Communication Systems," IEEE Trans. Cog. Commun. Netw., Under review.
S.-F. Wu, M.-C Lee, C.-Y. Pan, Y.-C. Lin, and T.-S Lee, "Low-PAPR Precoding Designs for Multi-User MIMO-OFDM Integrated Sensing and Communication Systems," IEEE Trans. Veh. Technol., Under review.
S.-F. Wu, M.-C. Lee, Y.-S. Liu, C.-H. Chou, and T.-S. Lee, "Correlation Function-Based Precoding and Subcarrier Allocation for MIMO-OFDM Joint Radar and Communication Systems," IEEE Trans. Veh. Technol., Accepted by.
M. Qiu, M.-C. Lee, Y.-C. Huang, and J. Yuan, "Scaling Law Tradeoff Between Throughput and Sensing Distance in Large ISAC Networks," IEEE Trans. Wireless Commun., Accepted by.
M.-C Lee, C. Eckrich, V. Jamali, Y-C. Huang, A. Asadi, and L-C. Wang, "Robust and Resilient Networks with Integrated Sensing, Communication and Computation," IEEE Commun. Mag., Accepted by.
S.-P. Huang, M.-C. Lee, and H.-C. Wu, "Two-Timescale Joint 3C Optimizations for RIS-Assisted MIMO-OFDM Wireless Networks," IEEE Trans. Wireless Commun., In press.
C.-L. Ye, M.-C Lee, and C.-Y. Wu, "Mixed-Timescale Service Caching, Computing, and Communication Optimization for Low-Latency High-Reliability Edge-Cloud Networks," IEEE Trans. Mobile Comput., In press, 2025.
W.-L. Tseng, Y.-L. Wu, M.-C. Lee, and H.-H. Shuai, "RSMAE: Radiometric Resolution and Scale-Aware Masked Autoencoder for SAR Ship Recognition," IEEE Geosci. Remote Sens. Lett., In press, 2025.
Z.-T. Liao, S.-F. Wu, M.-C. Lee, T-Z Chiu, and T.-S. Lee, "Design of Joint Transmit Beamforming for Multi-User MIMO-OFDM Integrated Sensing and Communication Systems," IEEE Trans. Wireless Commun., vol. 24, no. 7, pp. 6101-6117, Jul. 2025.
H.-C. Tsai, M.-C. Lee, and C.-H. Hsu, "Fault and Severity Diagnosis using Deep Learning for Self-Organizing Networks with Imbalanced and Small Datasets," IEEE Access, vol. 13, pp. 23508-23525. Feb. 2025.
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., vol. 73, no. 2, pp. 1233-1247, Feb. 2025.
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., vol. 73, no. 7., pp. 11878-11894, Aug. 2024.
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., vol. 23, no. 8, pp. 9235-9250, Aug. 2024.
J.-H. Kim, M.-C. Lee, and T.-S. Lee, "Generalized UAV Deployment for UAV-Assisted Cellular Networks," IEEE Trans. Wireless Commun., vol. 23, no. 7, pp. 7894-7910, Jul. 2024.
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, vol. 12, pp. 60095-60111, Apr. 2024.
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. (榮獲2025年有庠科技論文獎)
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.
T.-C. Chiu, M.-C Lee, and T.-S. Lee, "Deep Unfolding Learning-Based Beamforming Design for Multi-User MIMO-OFDM Integrated Sensing and Communication Systems," IEEE GLOBECOM, Dec. 2025.
S.-P. Huang, M.-C. Lee, and H.-C. Wu, "Two-Timescale Optimization Approach for Caching, Computing, and Communication in MIMO-OFDM Wireless Networks With and Without RISs," IEEE VTC2025-Spring, Jun. 2025.
M. Qiu, M.-C. Lee, Y.-C. Huang, and J. Yuan, "On the Scaling Law Tradeoff of Integrated Sensing and Communication Networks," IEEE ISIT, Jun. 2025.
C.-L. Ye, M.-C Lee, and C.-Y. Wu, "Dynamic Service Caching, Computing, and Communication Resource Optimization for Low-Latency Edge-Cloud Networks," IEEE ICC, Jun. 2025.
S.-F. Wu, M.-C Lee, and T.-S Lee, "Symbol-Level Precoding-Based Waveform Design for Low-PAPR Multi-User MIMO-OFDM Integrated Sensing and Communication Systems," IEEE ICC, Jun. 2025.
Y.-R. Huang and M.-C Lee, "Joint Optimization of Computation and Communication Resources for RIS-Aided Multi-Cell Multi-User Wireless Caching Networks," IEEE VTC2024-Fall, Oct. 2024.
M.-C Lee and Y.-R. Huang, "Robust Optimization of Computing and Communication Resources for Cache-Aided Wireless Edge Networks with Uncertainty," IEEE VTC2024-Fall, Oct. 2024.
C.-H Song, C.-H. Chang, and M.-C. Lee, "Deployment Optimization for Mobile Integrated Access and Backhaul Nodes in Air-Ground Integrated Networks," IEEE VTC2024-Fall, Oct. 2024.
Y.-S Liu, S.-F. Wu, M.-C. Lee, C.-H. Chou, and T.-S. Lee, "Joint Beamforming and Subcarrier Allocation Design for MIMO-OFDM Dual-Functional Radar and Communication Systems," IEEE VTC2024-Fall, Oct. 2024.
S-P. Huang and M.-C. Lee, "Joint Caching, Communication and Trajectory Optimization for UAVs in Space-Air-Ground Integrated Networks, "IEEE 2024 ICC Workshop, Jun., 2024.
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.
T.-S. Lee, M.-C. Lee, and C.-H. Lin, "Wireless Communications and Sensing: Fundamentals, Signal Processing, and Machine Learning Solutions," CRC Press, Dec. 2025.
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.
多路側單元多雷達偵測移動物件之融合系統、方法及電腦可讀媒介, R.O.C. patent, I905903 (2025).
Beam Domain Based Localization System And Method And Non-Transitory Computer Readable Medium, US patent, US 12,200,565 B2 (2025).
雷達物件辨識系統及方法, R.O.C. patent, I846140 (2024).
調頻連續波雷達通訊方法與系統, R.O.C. patent, I802415 (2023).
波束域定位系統及方法, R.O.C. patent, I802358 (2023).
路側單元之雷達系統之狀態之錯誤診斷系統及方法, R.O.C. patent, I771098 (2022).