个人简介
刘春山，杭州电子科技大学学术委员会委员、教授，博士生导师。近年来主要研究方向包括毫米波通信、B5G/6G通信网络组网技术以及大数据挖掘和建模等。在这些研究方向上，取得了一系列具有国际影响的创新研究成果，主持国家自然科学基金面上、澳大利亚研究理事会（ARC）优秀青年学者基金、浙江省自然科学基金重点等多项应用基础研究项目，在领域内权威期刊和旗舰国际会议发表高质量论文60余篇。 2011年12月获得英国约克大学颁发的The K.M. Stott Prize；2017年11月获得澳大利亚联邦政府颁发给青年科研人员最具影响力的奖项之一: 澳大利亚研究理事会优秀青年学者奖(ARC DECRA)，同年被麦考瑞大学提名为年度优秀青年学者。2019年全职回国，先后入选多项省部级人才项目。长期担任IEEE几个主要期刊和会议的特邀审稿人，近年来是IEEE ICC，WCNC等主流会议的技术委员会成员（TPC member），曾担任2014年Australian Communications Theory Workshop的会务主席（Local chair）、2017年IEEE Communication Theory Workshop（IEEE CTW）的宣传共同主席（Publication co-chair），并于2017、2018年连续被IEEE通信学会（ComSoc）评为权威期刊IEEE TWC最佳/模范审稿人。
教育经历
工作经历
• 2019.09 – 至今 杭州电子科技大学 教授 • 2018.06 – 2019.09 麦考瑞大学 ARC DECRA Fellow • 2012.09 – 2018.06 麦考瑞大学 Research Fellow （助理教授级） • 2012.03 – 2012.06 约克大学 Postdoctoral Research Associate
社会职务
研究领域
横向科研
纵向科研
1. 面向海上无人平台的毫米波通信链路捕获与维持关键技术研究, 国家自然科学基金面上项目，2025-2028，主持（在研）。 2. 融合感知大数据的毫米波感知通信一体化系统波束扫描技术研究，浙江省自然科学基金重点项目，2022-2024，主持。 3. 移动毫米波通信快速接入技术的研究，浙江省属高校基本科研业务费 -- 重点培育项目，2022-2023，主持。 4. Sparse Link Discovery for Mobile mm-wave Communications，澳大利亚研究理事会优秀青年学者（ARC DECRA基金），2018-2020，主持（结题）。 5. Next Generation Heterogeneous Networks, 澳大利亚研究理事会（ARC）Discovery Project，2013-2015，参与（结题）。 6. Beyond Next Generation Mobile Broadband (BuNGee)，欧盟FP7项目，2010-2012，参与（结题）。
论文
Chao Sun, Yijiang Ying, Jie Cheng, Chunshan Liu*, Lou Zhao, Xueshan Wang, Guozhong Zheng, “Multitarget Human Motion Recognition via Beamforming based on Millimeter-Wave MIMO Rada”，IEEE Internet of Things Journal, 2025 (accepted). Mangqing Guo, M.Cenk Cursoy, Chunshan Liu, Lou Zhao,“Joint beamforming and power allocation in Intelligent Reflecting Surface assisted massive MIMO networks”, Signal Processing, vol. 239, pp. 110224, February 2026 (to appear) Chenyang Shao, Chunshan Liu*, Lou Zhao, Min Li, Xiaoshuai Zhang, Minhong Sun, “Deep Learning based Millimeter Wave Beam Recommendation via Channel Knowledge Map”, accepted by IEEE Wireless Communications Letters, 2025 (to appear). Erfan Khordad, Chunshan Liu, Iain B. Collings, Stephen V. Hanly*, “Parallel Beam Acquisition for Multiuser Millimeter Wave Communication Systems with Analog Beamforming”, a IEEE Transactions on Wireless Communications, vol. 24, no.3, pp. 2297-2310, March 2025. Mengjia Shen, Yongchun Miao*, Yingsong Li, Chunshan Liu*, “Overlapping Whistle-and-Click Separation for Whale Signals”, IEEE Signal Processing letters, vol. 32, pp. 76 - 80, 2024 Yue Lyu, Wei Wang, Yufan Wang, Peng Chen*, Lou Zhao, Yang Shi, Yinan Zhao, Chunshan Liu,“An Experimental Analysis and Modeling of Short Term Fading Channel for Beyond Horizon Maritime Communications at 25 GHz in South China Sea”, IEEE Antennas and Wireless Propagation Letters, vol. 23, no. 12, pp. 4468 - 4472, 2024 Shibo Liao, Chunshan Liu*, Yongxiang Xia, Haicheng Tu, “Similaritycheck-Time series anomaly detection based on GAN-VAE”, Data Science and Informatrics, 2025. Xueyin Li, Chunshan Liu*, Jianghui Li, Lou Zhao, Zhongping Du, “Advancing Ship Trajectory Prediction: Integrating Deep Learning with Enhanced Reference Trajectory Correction Technique”, Ocean Engineering, vol. 311, 2024, pp. 118880. Jinliang Liu, Jianghui Li* and Chunshan Liu, “AIS-based Kinematic Anomaly Classification for Maritime Surveillance”, Ocean Engineering, vol. 305, pp.118026, 2024. Lou Zhao, Yuliang Zhang, Minjie Zhang and Chunshan Liu, “Intra-Beam Interference Mitigation for the Downlink Transmission of the RIS-Assisted Hybrid Millimeter Wave System”, Entropy, vol. 26, no. 3, 2024. Xuhang Xu, Chunshan Liu*, Jianghui Li* ,Yongchun Miao and Lou Zhao, “Long-term Trajectory Prediction for Oil Tanker Via Grid-based Clustering”, Journal of Marine Science and Engineering, vol. 11, no. 6, 2023. Xuhang Xu, Chunshan Liu*, Jianghui Li* and Yongchun Miao, “Trajectory Clustering for SVR-based Time of Arrival Estimation”,Ocean Engineering, 259, pp. 111930, September 2022. Miao Zhang, Chunshan Liu and Lou Zhao, “Traffic Load Predictions for Cellular Networks: A Comparative Study based on Deep Learning ”, Data Science and Informatrics, vol. 2, no. 2, pp. 50-63, May. 2022. Chunshan Liu, Lou Zhao, Min Li and Lei Yang*, “Adaptive Beam Search for Initial Beam Alignment in Millimetre-Wave Communications”, IEEE Transactions on Vehicular Technology, vol. 71, no. 6, pp.6801-6806, June 2022. Yida Wang, Shihao Yan, Weiwei Yang, Yuzhen Huang, Chunshan Liu, “Energy-Efficient Covert Communications for Bistatic Backscatter Systems”, IEEE Transactions on Vehicular Technology, vol. 70, no. 3, pp. 2906-2911, March 2021. Jiayu Zhang, Min Li*, Shihao Yan, Chunshan Liu, Xihan Chen, Minjian Zhao, Philip Whiting, “Joint Beam Training and Data Transmission Design for Covert Millimeter-Wave Communication”, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 2232-2245, Jan. 2021. Chunshan Liu, Min Li*, Lou Zhao, Philip Whiting, Stephen Hanly, Iain Collings and Minjian Zhao, “Robust Adaptive Beam Tracking for Mobile Millimetre Wave Communications”, IEEE Transactions on Wireless Communications, vol. 20, no. 3, pp. 1918-1934, March 2021. Chunshan Liu, Min Li*, Lou Zhao, Philip Whiting, Stephen Hanly and Iain Collings, “Millimeter-Wave Beam Search with Iterative Deactivation and Beam Switching”, IEEE Transactions on Wireless Communications, vol. 19, no. 8, pp. 5117-5131, Aug. 2020. Lou Zhao, Min Li*, Chunshan Liu*, Stephen Hanly, Iain Collings and Philip Whiting, “Energy Efficient Hybrid Beamforming for Multi-user Millemeter-Wave Communications with Low-resolution A/D at Transceivers”, IEEE Journal on Selected Areas in Communications, vol. 38, no.9, pp. 2142-2155, Sept. 2020. Min Li, Chunshan Liu*, Stephen Hanly, Iain Collings and Philip Whiting, “Explore and Eliminate: Optimized Two-Stage Search for Millimeter-Wave Beam Alignment”, IEEE Transactions on Wireless communications, vol. 18, no.9, pp 4379-4393, 2019. Chunshan Liu, Min Li, Stephen Hanly, Philip Whiting and Iain Collings. “Millimeter Wave Small Cells: Base Station Discovery, Beam Alignment and System Design Challenges”, IEEE Wireless Communications, vol. 25, no. 4, pp. 40-46, August 2018. Chunshan Liu, Min Li, Iain Collings, Stephen Hanly and Philip Whiting, “Millimeter wave beam alignment: Large Deviations Analysis and Design Insights”, IEEE Journal on Selected Areas in Communications, vol. 35, no. 7, pp. 1619-1631, July 2017. Chunshan Liu, Min Li, Iain Collings, Stephen Hanly and Philip Whiting, “Design and Analysis on Transmit Beamforming for Millimetre Wave Base Station Discovery”, IEEE Transactions on Wireless communications, vol. 16, no. 2, pp. 797-811, Feb 2017. ChunshanLiu, Min Li, Stephen Hanly and Philip Whiting, “Joint Downlink User Association and Interference Management in Two-tier Downlink HetNets with Dynamic Resource Partitioning”, IEEE Transactions on Vehicular Technology, vol. 66, no. 2, pp. 1365-1378, Feb 2017. Min Li, ChunshanLiu and Stephen Hanly, “Precoding for the Sparse MC-CDMA Downlink with Discrete Alphabet Inputs”, IEEE Transactions on Vehicular Technology, vol. 66, no. 2, pp. 1116-1129, Feb 2017. Min Li, Iain Collings, Stephen Hanly, Chunshan Liu and Philip Whiting, “Multicell Coordinated Scheduling with Multiuser Zero-Forcing Beamforming”, IEEE transactions on Wireless Communications, vol. 15, no. 2, pp. 827-842, 2016. Stephen Hanly, Chunshan Liu and Philip Whiting, “Capacity and Stable Scheduling in Heterogeneous Wireless Networks”, IEEE Journal on Selected Areas in Communications, vol. 33, no. 6, pp. 1266-1279, 2015. Min Li, Chunshan Liu and Stephen Hanly, “Distributed Transmitter Optimization for the Wyner-Type Downlink via Belief Propagation”, IEEE Communications Letters, vol. 18, no. 3, pp. 471–474, 2014. Teyan Chen, Chunshan Liu, and Yuriy V. Zakharov, “Source localization using matched phase matched-field processing with phase descent search”, IEEE Journal of Oceanic Engineering, vol. 37, no. 2, pp. 261–270, 2012. Chunshan Liu, Yuriy V. Zakharov and Teyan Chen, “Doubly-Selective Underwater Acoustic Channel Model for Moving Transmitter/Receiver”, IEEE Transactions on Vehicular Technology, vol. 61, no. 3, pp. 938–950, 2012. Chunshan Liu, Yuriy V. Zakharov and Teyan Chen, “Broadband underwater localization of multiple sources using basis pursuit de-noising”, IEEE Transactions on Signal Processing, vol. 60, no. 4, pp. 1708–1717, 2012. Teyan Chen, Yuriy V. Zakharov and Chunshan Liu, “Low-Complexity Channel-Estimate Based Adaptive Linear Equalizer”, IEEE Signal Processing Letters, vol. 18, no. 7, pp. 427–430, 2011.
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