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个人简介

教育背景 2007 — 2013 新加坡南洋理工大学 信号与信息处理 博士 2004 — 2007 西安电子科技大学 信号与信息处理 硕士 2000 — 2004 哈尔滨理工大学 电子信息工程 学士 工作履历 2020 – 至今 清华大学车辆与运载学院 副研究员 2017 – 2020 瑞典查尔姆斯理工大学 玛丽居里学者 2015 – 2017 新加坡科技设计大学 Research Fellow 2015 – 2015 英国谢菲尔德大学 Research Associate 2011 – 2014 新加坡南洋理工大学 Research Associate, Research Fellow 荣誉与奖励 2017 – 2019 欧盟“玛丽居里学者”

研究领域

智能化的V2X通信技术 车辆通信感知一体化技术 网联赋能的协同驾驶技术

近期论文

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Book Chapters H. Wymeersch, S. Saur, K. Cordes, H. Broszio and F. Wen, etc., "Cellular V2X for Connected Automated Driving", Chapter 8: Radio-Based Positioning and Video-Based Positioning, Wiley, 2021 Journals B. Zhao, K. Hu, F. Wen, and Y. Shen, "TDLoc: Passive Localization for MIMO-OFDM System via Tensor Decomposition", IEEE Internet of Things Journal, 2023 Z. Li, F. Jiang , H. Wymeersch, F. Wen, "An Iterative 5G Positioning and Synchronization Algorithm in NLOS Environments with Multi-Bounce Paths", IEEE Wireless Communications Letters, 2023 J. Hou, G. Chen, J. Huang, Y. Qiao, L. Xiong, F. Wen, A. Knoll, and C. Jiang, "Large-scale Vehicle Platooning: Advances and Challenges in Scheduling and Planning Techniques", Engineering, 2023 N. Lv, F. Wen, Y. Chen and Z. Wang, "A Deep Learning-Based End-to-End Algorithm for 5G Positioning", IEEE Sensors Letters, 2022 F. Wen, J. Kulmer, K. Witrisal, and H. Wymeersch, "5G Positioning and Mapping with Diffuse Multipath", IEEE Transactions on Wireless Communications, vol. 20, no. 2, pp. 1164-1174, Feb. 2021 F. Wen and H. Wymeersch, "5G Synchronization, Positioning, and Mapping from Diffuse Multipath", IEEE Wireless Communications Letters, vol. 10, no. 1, pp. 43-47, Jan. 2021 Y. Ge, F. Wen, H. Kim, M. Zhu, F. Jiang, S. Kim, L. Svensson, and H. Wymeersch, "5G SLAM Using the Clustering and Assignment Approach with Diffuse Multipath", Sensors, 20, 4656, 2020 F. Wen, H. Wymeersch, B. Peng, W. P. Tay, H. C. So and D. Yang, "A Survey on 5G Massive MIMO Localization", Digital Signal Processing, vol. 94, pp. 21-28, Nov. 2019 Z. Xiao, D. Yang, F. Wen, K. Jiang, "A Unified Multiple-Target Positioning Framework for Intelligent Connected Vehicles", Sensors, vol. 19, no. 9, 1967:1-22, 2019 S. Ma, F. Wen, X. Zhao, Z. Wang and D. Yang, "An Efficient V2X based Vehicle Localization Using Single RSU and Single Receiver", IEEE Access, vol. 7, pp.46114-46121, Apr. 2019 C. Liang, F. Wen, and Z. Wang, "Trust-Based Distributed Kalman Filtering for Target Tracking under Malicious Cyber Attacks", Information Fusion, vol. 46, pp.44-50, Mar. 2019 F. Wen and Y. Xu, "HOSVD Based Multidimensional Parameter Estimation for Massive MIMO System from Incomplete Channel Measurements", Multidimensional Systems and Signal Processing, vol. 29, no. 4, pp 1255–1267, Oct. 2018 F. Wen and Z. Wang, "Distributed Kalman Filtering for Robust State Estimation over Wireless Sensor Networks under Malicious Cyber Attacks", Digital Signal Processing, vol. 78, pp.92-97, Jul. 2018 N. J. Bershad, F. Wen, H.C. So, "Comments on Fractional LMS Algorithm", Signal Processing, vol. 133, pp. 219-226, Apr. 2017 F. Wen and Z. Wang, "Perception-Based ?p-Norm Minimization Approach for Nonlinear System Identification in GGD Noise", Circuits, Systems, and Signal Processing, vol. 36, pp. 3426–3437, Aug. 2017 C. Liang, F. Wen, and Z. Wang, "Distributed Parameter Estimation for Univariate Generalized Gaussian Distribution over Sensor Networks", Circuits, Systems, and Signal Processing, vol. 36, no. 3, pp 1311-1321, Mar. 2017 C. Liang and F. Wen, "Received Signal Strength-based Robust Cooperative Localization with Dynamic Path Loss Model", IEEE Sensors Journal, vol. 16, no. 5, pp. 1265-1270, May 2016 F. Wen and H.C. So, "Robust Multidimensional Harmonic Retrieval Using Iteratively Reweighted HOSVD", IEEE Signal Processing Letters, vol. 22, no. 12, pp. 2464-2468, Dec. 2015 F. Wen and C. Liang, "Improved Tensor-MODE Based Direction-of-Arrival Estimation for 2D Massive MIMO Systems", IEEE Communications Letters, vol. 19, no. 12, pp. 2182-2185, Dec. 2015 F. Wen and H.C. So, "Tensor-MODE for Multi-Dimensional Harmonic Retrieval with Coherent Sources", Signal Processing, vol. 108, no. 3, pp. 530-534, Mar. 2015 F. Wen and C. Liang, "Fine-grained Indoor Localization Using Single Access Point with Multiple Antennas", IEEE Sensors Journal, vol. 15, no. 3, pp. 1538-1544, Mar. 2015 F. Wen and C. Liang, "An Indoor AOA Estimation Algorithm for IEEE 802.11ac Wi-Fi Signal using Single Access Point", IEEE Communications Letters, vol. 18, no. 12, pp. 2197-2200, Dec. 2014 F. Wen and B.P. Ng, "A New DOA Estimation Approach Using Volterra Signal Model", Multidimensional Systems and Signal Processing, vol. 25, no. 4, pp 741-758, Oct. 2014 F. Wen, "Diffusion LMP Algorithm with Adaptive Variable Power", Electronics Letters, vol. 50, no. 5, pp. 374-376, Feb. 2014 F. Wen, "Diffusion Least Mean P-Power Algorithms for Distributed Estimation in Alpha-Stable Noise Environments", Electronics Letters, vol. 49, no. 21, pp. 1355-1356, Oct. 2013 Y. Nijsure, W.P. Tay, E. Gunawan, F. Wen, etc., "An Impulse Radio Ultrawideband System for Contactless Noninvasive Respiratory Monitoring", IEEE Transactions on Biomedical Engineering, vol. 60, no. 6, pp. 1509-1517, Jun. 2013 F. Wen, B.P. Ng, and V.V. Reddy, "Extending the Concept of IIR Filtering to Array Processing Using Approximate Spatial IIR Structure", Multidimensional Systems and Signal Processing, vol. 24, no. 1, pp. 157-179, Mar. 2013 F. Wen, "Numerical Study of Likelihood Ratio Test-Based Single Change Point Estimation", Electronics Letters, vol. 48, no. 24, pp. 1532-1533, Nov. 2012 Conferences Y. Pu, F. Wen, Y. Zeng and S. Zhou, "Comparative Study on Outage Probability of mmWave Vehicle-to-Vehicle Communications”, IEEE Globecom, 2023 Z. Song, F. Wen, H. Zhang, and J. Li, "A Cooperative Perception System Robust to Localization Errors”, IEEE IV, 2023. Z. Xiao, Y. Zeng, D.W.K. Ng, and F. Wen, "Exploiting Double-Timescale for Integrated Sensing and Communication with Delay-Doppler Alignment Modulation”, IEEE ICC, 2023 Y. Pu, Z. Song, F. Wen and S. Zhou, "Sensing-Assisted Robust Vehicle-to-Vehicle Communication with Multiple Antennas", IEEE VTC2022-Fall, 26-29 September 2022. Y. Pu, F. Wen and S. Zhou, "Impact of Perception Errors on Sensing Assisted Vehicle-to-Vehicle Communications", IEEE/CIC International Conference on Communications in China, August 11–13, 2022 Y. Ge, F. Jiang, M. Zhu, F. Wen, L. Svensson, H. Wymeersch, "Fast 5G SLAM with Low-complexity Channel Estimation", EuCAP, March 22-26, 2021 Y. Ge, H. Kim, F. Wen, L. Svensson, S. Kim, and H. Wymeersch, "Exploiting Diffuse Multipath in 5G SLAM", IEEE Globecom, December 7-11, 2020 F. Wen and T. Svensson, "Tensor Completion-Based 5G Positioning with Partial Channel Measurements", ACM Mobihoc, pp. 339-344, October 2020 F. Wen, H. C. So, and H. Wymeersch, "Tensor Decomposition-based Beamspace ESPRIT Algorithm for Multidimensional Harmonic Retrieval", ICASSP, pp. 4572-4576, May 2020. F. Wen and T. Svensson, "Collaborative Localization with Truth Discovery for Heterogeneous and Dynamic Vehicular Networks", VTC2020-Spring, May 2020 F. Wen, N. Garcia, J. Kulmer, K. Witrisal, and H. Wymeersch, "Tensor Decomposition Based Beamspace ESPRIT for Millimeter Wave MIMO Channel Estimation", IEEE Globecom, pp. 1-7, Dec. 2018 H. Wymeersch, N. Garcia, H. Kim, G. Seco-Granados, S. Kim, F. Wen, and M. Fr?hle, "5G mmWave Downlink Vehicular Positioning", IEEE Globecom, pp. 206 - 212, Dec. 2018 J. Kulmer, F. Wen, N. Garcia, H. Wymeersch and K. Witrisal, "Impact of Rough Surface Scattering on Stochastic Multipath Component Models", IEEE PIMRC, pp. 1410-1416, Sep. 2018 S. Ma, F. Wen, and Z. Wang, "An Efficient GPS-Free Vehicle Localization Algorithm Using Single Roadside Unit and Receiver", NANA, pp. 310-313, Oct. 2018 F. Wen, Z. Wang, and C. Liang, "Robust MIMO Channel Estimation from Incomplete and Corrupted Measurements", FUSION, pp.1086-1091, Jul. 2018 F. Wen and W. Liu, "An Efficient Data-Driven False Data Injection Attack in Smart Grids", IEEE DSP, pp. 1-5, Nov. 2018 S. Lakshminarayana, F. Wen, and D. Yau, "Trade-offs in Data-Driven False Data Injection Attacks Against the Power Grid", IEEE ICASSP, pp. 2022-2026, Apr. 2018 F. Wen and Z. Wang, "An Efficient Two-Step Direction Finding Method in Sample-Starved Environments", FUSION, pp. 1511–1515, Jul. 2017 F. Wen and Z. Wang, "Adaptive Combined Diffusion EM Algorithm for Distributed Estimation with Unreliable Nodes", FUSION, pp. 78–82, Jul. 2017 F. Wen and Z. Wang, "A Generalized ?p-?q Norm Minimization Approach for Distributed Estimation in Sensor Networks", IEEE TENCON, pp. 1407-1410, Nov. 2016 F. Wen and W. Liu, "Iteratively Reweighted Optimum Linear Regression in the Presence of Generalized Gaussian Noise", IEEE DSP, pp. 657-661, Oct. 2016 F. Wen and W. Liu, "Regularized LAD Algorithms for Sparse Time-Varying System Identification with Outliers", IEEE DSP, pp.609-612, Oct. 2016 F. Wen and W. Liu, "CANDECOMP/PARAFAC Decomposition Based Approaches for Non-uniform Multi-Dimensional Harmonic Retrieval", IEEE DSP, pp.172-176, Oct. 2016 F. Wen and W. Liu, "Diffusion Least Mean Square Algorithms with Zero-Attracting Adaptive Combiners", IEEE CIT, pp. 252 - 256, Oct. 2015 F. Wen, W. Liu and X. Lu, "Distributed Expectation-Maximization Algorithm for DOA Estimation in Wireless Sensor Networks", IEEE DSP, pp. 944–947, Jul. 2015 F. Wen, W. Liu and X. Lu, "An Efficient Interpolation Based Two-Step Time Delay Estimation Method", IEEE DSP, pp. 931–934, Jul. 2015 F. Wen and W.P. Tay, "Localization for Mixed Near-field and Far-field Sources Using Data Supported Optimization", FUSION, pp. 402–407, Jul. 2012 F. Wen and W.P. Tay, "Tensor Decomposition Based R-Dimensional Matrix Pencil Method", FUSION, pp. 1712–1717, Jul. 2012

学术兼职

2018 – 2020 IEEE Signal Processing Society, 瑞典分会秘书 2019 – 至今 IEEE高级会员 IEEE Signal Processing Society 会员 IEEE Vehicular Technology Society 会员 2022年 – 至今 中国通信学会车联网委员会委员 中国通信学会高级会员

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