个人简历

教学工作
2017年起 主讲计算机与信息技术学院本科生主干课程《汇编与接口技术》（64学时）。
2019年起 主讲计算机与信息技术学院研究生主干课程《算法设计与分析》（48学时）。
2013 - 2014年 法国雷恩国立应用科学学院兼职教师（教学时数：63.5小时）。
教育背景
博士后（2011.4– 2015.1）: 法国雷恩国立应用科学学院 IETR（Institute of Electronics and Telecommunications of Rennes, UMR CNRS 6164）研究所
博士（2007.10– 2011.3）: 法国雷恩国立应用科学学院（Institut National des Sciences Appliquées de Rennes, INSA-Rennes）
硕士（2004.9 – 2007.5）: 西安交通大学 通信与信息系统
本科（2000.9－2004.7）: 西安交通大学 信息工程
工作经历
2015年起加入北京交通大学计算机与信息技术学院信息通信网络研究所、首批入选教育部“2011计划”的北京交通大学“轨道交通安全协同创新中心”，隶属于钟章队教授领导的科研大团队。

研究领域

移动与互联网络
人工智能及应用
计算机技术（专业学位）
软件工程（专业学位）
人工智能技术（专业学位）"专利
1. 邓建国

近期论文

论文/期刊
国际期刊：
[1] L. Peng, J. Zhang, M. Liu and A. Hu, “Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 1091–1095, 2020. [manuscript]
[2] L. Xu, J.Q. Chen, M. Liu (*) and X.Y. Wang, “Active Eavesdropping Detection Based on Large-Dimensional Random Matrix Theory for Massive MIMO-Enabled IoT,” Electronics, 2019, 8(2), 146. [manuscript]
[3] L. Peng, G. Li, J. Zhang, R. Woods, M. Liu and A. Hu, “An Investigation of Using Loop-back Mechanism for Channel Reciprocity Enhancement in Secret Key Generation,” IEEE Transactions on Mobile Computing, vol. 18, no. 3, pp.507-519, 2019. [manuscript]
[4] L. Peng, M. Liu (*), M. Hélard and S. Haese, “PN-PAM Scheme for Short Range Optical Transmission over SI-POF--An Alternative to Discrete Multi-Tone (DMT) scheme,” Journal of the European Optical Society, 2017, 13:21. [manuscript]
[5] R. El Chall, F. Nouvel, M. Hélard and M. Liu (*), “Performance and complexity evaluation of iterative receiver for coded MIMO-OFDM systems,” Mobile Information Systems, vol. 2016, Article ID 7642590, 22 pages. [manuscript]
[6] M. Liu, J.-F. Hélard, M. Hélard and M. Crussière, “Towards the next generation TV broadcasting-improved performance using distributed MIMO,” Wireless Personal Communications, vol. 84, no. 4, pp. 2635-2649, October, 2015. [manuscript]
[7] R. El Chall, F. Nouvel, M. Hélard and M. Liu (*), “Iterative receivers combining MIMO detection with turbo decoding: performance-complexity trade-offs,” EURASIP Journal on Wireless Communications and Networking, 2015:69. [manuscript]
[8] L. Peng, M. Hélard, S. Haese, M. Liu and J.-F. Hélard, “Hybrid PN-ZP-DMT scheme for spectrum-efficient POF transmissions,” IEEE Journal of Lightwave Technology, vol. 32, no. 18, pp. 3149–3160, 2014. [manuscript]
[9] M. Liu, M. Crussière, M. Hélard and J.-F. Hélard, “Achieving low-complexity maximum-likelihood detection for the 3D MIMO code,” EURASIP Journal on Wireless Communications and Networking, 2014:20 pp.1-16, 2014. [manuscript]
[10] M. Liu, M. Crussière and J.-F. Hélard, “A novel data-aided channel estimation with reduced complexity for TDS-OFDM systems,” IEEE Transactions on Broadcasting, vol.58, no.2, pp.247–260, 2012. [manuscript]
[11] M. Liu, M. Hélard, M. Crussière and J.-F. Hélard, “Distributed MIMO coding scheme with low decoding complexity for future mobile TV broadcasting,” IET Electronics Letters, vol.48, no.17, pp.1079–1081, 2012. [manuscript]
国际会议论文：
[12] M. Zhang, M. Liu and Z.D. Zhong, “Neural Network Assisted Active Constellation Extension for PAPR Reduction of OFDM System,” in Proc. 11th International Conference on. Wireless Communications and Signal Processing (WCSP'19), 2019.
[13] M. Zhang, M. Lou, H. Zhou, Y. Zhang, M. Liu and Z.D. Zhong, “Non-Orthogonal Coded Access Based Uplink Grant-Free Transmission for URLLC,” in Proc. IEEE/CIC International Conference on Communications in China, 2019.
[14] Q. Wang, M. Liu, N. Liu and Z.D. Zhong, “On Augmenting UL Connections in Massive MIMO System using Composite Channel Estimation,” in Proc. IEEE Global Communications Conference (Globecom), 2018.
[15] S. Mu, S. Wu, M. Liu, N. Zheng, H. Zhou, Y. Teng, X. Chen, Q. Zhang, Y. Zheng, Z.D. Zhong and H. Guan, “Hybrid Transmission Time Intervals for TCP Slow Start in Mobile Edge Computing System,” in Proc. IEEE/CIC International Conference on Communications in China, 2018.
[16] Q. Wang, Z.Y. Zhao, D.S. Miao, Y.T. Zhang, J.Y. Sun, M. Liu, Z.D. Zhong, “Non-Orthogonal Coded Access for Contention-Based Transmission in 5G,” in Proc. 2017 IEEE 86th Vehicular Technology Conference (VTC2017-Fall), Toronto, Canada, 2017.
[17] X.Y. Wang, M. Liu, D. Wang, and C.J. Zhong, “Pilot Contamination Attack Detection using Random Symbols for Massive MIMO Systems,” in Proc.2017 IEEE 85th Vehicular Technology Conference (VTC2017-Spring), Sydney, Australia, 2017.
[18] L.-A. Dufrene, M. Liu, M. Crussière, J.-F. Hélard and J. Schwoerer, “Blind Repetitions for Cellular-IoT Performance Analysis of Combination Mechanisms,” in Proc. 23rd International Conference on Telecommunications (ICT 2016), Thessaloniki, Greece, May 2016.
[19] R. El Chall, F. Nouvel, M. Hélard, Y. Kokar, and M. Liu, “Towards Efficient Design of Fixed-point Iterative Receiver for Coded MIMO-OFDM Systems,” in Proc. 23rd International Conference on Telecommunications (ICT 2016), Thessaloniki, Greece, May 2016.
[20] M. Liu, M. Crussière, and J.-F. Hélard, “Improved Physical Layer for Energy-Efficient M2M Communications over Cellular Networks,” in Proc. 23rd International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2015), Split, Croatia, Sept. 2015.
[21] M. Maaz, M. Hélard, P. Mary, and M. Liu, “Performance Analysis of Time-Reversal Based Precoding Schemes in MISO-OFDM Systems,” in Proc. IEEE 81st Vehicular Technology Conference (VTC-Spring 2015), Glasgow, Scotland, May 2015.
[22] R. El Chall, F. Nouvel, M. Hélard, and M. Liu, “Low Complexity K-Best based Iterative Receiver for MIMO Systems,” in Proc. International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2014), St.Petersburg, Russia, Oct. 2014.
[23] M. Liu, J.-F. Hélard, M. Crussière and M. Hélard, “Cooperative distributed MIMO broadcasting-a promising solution to the ‘Mobile Data Tsunami’ in 2020,” in Proc. Wireless World Research Forum (WWRF) Meeting 31, pp.1–7, Vancouver, Canada, Oct. 2013.
[24] M. Liu, M. Hélard, J.-F. Hélard and M. Crussière, “A fast decodable full-rate STBC with high coding gain for 4 × 2 MIMO systems,” in Proc. IEEE International Symposium on Personal,Indoor and Mobile Radio Communications (PIMRC 2013), London, UK, Sept. 2013.
[25] M. Liu, J.-F. Hélard, M. Crussière, and M. Hélard, “Reduced-complexity maximum-likelihood decoding for 3D MIMO code,” in Proc. IEEE Wireless Communications and Networking Conference (WCNC 2013), Shanghai, China, Apr. 2013.
[26] L. Peng, M. Hélard, S. Haese and M. Liu, “1.5 Gbits PN-ZP-DMT transmission system for 1-mm core diameter SI-POF with RC-LED,” in Proc. European Conference and Exhibition on Optical Communication (ECOC 2013), London, UK, Sept. 2013.
[27] M. Liu, M. Crussière, M. Hélard and J.-F. Hélard, “Distributed MIMO schemes for the future digital video broadcasting,” in Proc. 20th International Conference on Telecommunications (ICT 2013), Casablanca, Morocco, May 2013.
[28] M. Liu, M. Crussière, M. Hélard, J.-F. Hélard and Y. Nasser, “Enhanced mobile digital video broadcasting with distributed space-time coding,” in Proc. ICC Workshop on Telecommunications: From Research to Standards, Ottawa, Canada, June 2012.
[29] M. Liu, M. Crussière and J.-F. Hélard, “Improved channel estimation methods based on PN sequence for TDS-OFDM,” in Proc. 19th International Conference on Telecommunications (ICT 2012), Jounieh, Lebanon, Apr. 2012.
[30] M. Liu, M. Crussière and J.-F. Hélard, “Enhanced two-dimensional data-aided channel estimation for TDS-OFDM,” in Proc. 4th International Conference on Signal Processing and Communication Systems (ICSPCS'10), Gold Coast, Australia, Dec. 2010.
[31] M. Liu, M. Crussière and J.-F. Hélard, “A combined time and frequency algorithm for improved channel estimation in TDS-OFDM,” in Proc. International Conference on Communications (ICC 2010), Cape Town, South Africa, May 2010.
[32] M. Liu, M. Crussière and J.-F. Hélard, “A novel iterative data-aided channel estimation for Time Domain Synchronous-OFDM,” in Proc. 4th International Workshop on Signal Design and its Applications in Communications (IWSDA'09), Fukuoka, Japan, Oct. 2009.
[33] M. Liu, M. Crussière, J.-F. Hélard and O.P. Pasquero, “Analysis and performance comparison of DVB-T and DTMB systems for terrestrial digital TV,” in Proc. 11th IEEE International Conference on Communication Systems (ICCS 2008), pp. 1–6, Guangzhou, China, Oct. 2008.
国内期刊论文：
[34] 王公仆，熊轲，刘铭，高飞飞，钟章队. 反向散射通信技术与物联网. 物联网学报. 2017 (1): 67-75.
[35] 刘铭，徐丽，王晓懿，陈佳奇. 基于随机矩阵理论的大规模MIMO系统窃听用户检测研究. 北京交通大学学报. 2020.
专著/译著
Q.Y. Li, Z.D. Zhong, M. Liu and W. W. Fang, \
国际期刊审稿人：
IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, IEEE Communications Letters, IEEE Transactions on Mobile Computing, IEEE Transactions on Multimedia, EURASIP Journal on Advances in Signal Processing, Annals of Telecommunications, Frequenz, IET Communications, ETRI Journal, Wireless Personal Communications
国际会议程序委员会委员（TPC Member）:
WCNC 2016, WCNC 2019, WCNC 2020, PIMRC 2020