• / 廉黎祥 助理教授、研究员
    邮箱: lianlx@@shanghaitech.edu.cn
    电话:(021) 20684441
    办公室: 信息学院1C-503A室
    专业方向: 信息与通信工程

廉黎祥 助理教授、研究员

电 话:(021) 20684441
邮 箱:lianlx@@shanghaitech.edu.cn
办公室:信息学院1C-503A室
个人主页:
专业方向: 信息与通信工程
博士毕业院校: 中国香港科技大学

研究方向

  • 无线通信,信号处理,压缩感知,机器学习


个人简历

廉黎祥于2014年在浙江大学信息与电子工程学系获得了学士学位,于2020年在香港科技大学获得电子与计算机工程博士学位。20204月,她加入上海科技大学信息科学与技术学院担任助理教授、研究员、博导。她的主要研究方向为未来无线通信关键技术,压缩感知算法设计,机器学习在无线通信中的应用等。


代表性论文

1.L. Lian and V. K. N. Lau, ”Configuration Optimization and Channel Estimation in HybridBeamforming mmWave Systems with Channel Support Side Information,” in IEEETransactions on Signal Processing, 2020.
2.L. Lian and V. K. N. Lau, ”Compressive Channel Estimation in mmWave Systems withFlexible Hybrid Beamforming Architecture,”2020 IEEE International Conferenceon Communications(ICC).
3.A. Liu, G. Liu, L. Lian, V. Lau and M. Zhao, ”Robust Recovery of Structured Sparse Signalswith Uncertain Sensing Matrix: A Turbo-VBI Approach,” in IEEE Transactions on WirelessCommunications,2020.
4.A. Liu, L. Lian, V. Lau, G. Liu and M. Zhao, ”Cloud-Assisted Cooperative Localization forVehicle Platoons: A Turbo Approach,” in IEEE Transactions on Signal Processing, vol. 68, pp.605-620, 2020.
5.G. Liu, A. Liu, L. Lian, V. Lau and M. Zhao, ”Sparse Bayesian Inference Based Direct Localizationfor Massive MIMO,” 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall),Honolulu, HI, USA, 2019, pp. 1-5.
6.L. Lian, A. Liu and V. K. N. Lau, ”User Location Tracking in Massive MIMO Systems viaDynamic Variational Bayesian Inference,” in IEEE Transactions on Signal Processing, vol. 67,no. 21, pp. 5628-5642, 1 Nov.1, 2019.
7.L. Lian, A. Liu and V. K. N. Lau, ”Exploiting Dynamic Sparsity for Downlink FDD-MassiveMIMO Channel Tracking,” in IEEE Transactions on Signal Processing, vol. 67, no. 8, pp. 2007-2021, 15 April15, 2019.
8.L. Lian, A. Liu and V. K. N. Lau, ”Weighted LASSO for Sparse Recovery With StatisticalPrior Support Information,” in IEEE Transactions on Signal Processing, vol. 66, no. 6, pp.1607-1618, 15 March15, 2018.
9.A. Liu, L. Lian, and V. K. N. Lau, ”Downlink Channel Estimation in Multiuser MassiveMIMO With Hidden Markovian Sparsity,” in IEEE Transactions on Signal Processing, vol. 66,  no. 18, pp. 4796-4810, 15 Sept.15, 2018.
10.L. Lian, A. Liu and V. K. N. Lau, ”Optimal-Tuned Weighted LASSO for Massive MIMO ChannelEstimation with Limited RF Chains,” GLOBECOM 2017 - 2017 IEEE Global CommunicationsConference, Singapore, 2017, pp. 1-6.
11.A. Liu, V. Lau, M. L. Honig and L. Lian, ”Compressive RF training and channel estimationin massive MIMO with limited RF chains,” 2017 IEEE International Conference on Communications(ICC), Paris, 2017, pp. 1-6.