天津大学教师个人主页系统冯人海首页中文主页

教育经历

· 2009.9 - 2014.9

中山大学 - 通信与信息系统 - 博士
· 2005.9 - 2009.9

中山大学 - 电子信息科学与技术 - 学士

研究方向

· 拓扑识别
· 人工智能
· 无线通信
· 可见光通信
· 凸优化

授课信息

· 软件无线电
· 凸优化（英文）

个人简介

冯人海博士1987年5月22日出生。2009年6月于中山大学获得电子信息科学与技术专业学士学位。2014年9月于中山大学获得通信与信息系统专业博士学位。担任多个国际刊物审稿人。主要研究方向为线性预编码技术，优化理论在新一代无线通信系统中的应用。2017年入职天津大学担任副教授。

学术成果

论文成果

[1]Li Q, Feng R, Qin J. Optimal relay precoding for spectrum sharing multi-hop MIMO cognitive radio networks[J]. Electronics letters, 2012, 48(24): 1562-1564.
[2]Li Q, Zhang Q, Feng R, et al. Optimal relay selection and beamforming in MIMO cognitive multi-relay networks[J]. IEEE Communications Letters, 2013, 17(6): 1188-1191.
[3]Feng R, Li Q, Zhang Q, et al. Robust secure transmission in MISO simultaneous wireless information and power transfer system[J]. IEEE Transactions on Vehicular Technology, 2014; 64(1): 400-405.
[4]Li Q, Feng R, Qin J. Linear relaying design for spectrum sharing non-regenerative MIMO cognitive multiple-relay systems[J]. Wireless Personal Communications, 2015, 81(3): 1045-1062.
[5]Feng R, Li Q, Zhang Q, et al. Robust secure beamforming in MISO full-duplex two-way secure communications[J]. IEEE Transactions on Vehicular Technology, 2015; 65(1): 408-414.
[6]Feng R, Dai M, Wang H, et al. Linear precoding for multiuser visible-light communication with field-of-view diversity[J]. IEEE Photonics Journal, 2016, 8(2): 1-8.
[7]Dai M, Yuan J, Feng R, et al. A power allocation method for 2×2 VLC-MIMO indoor communication[J]. Optical Review, 2016, 23(4): 678-682.
[8]Feng R, Dai M, Wang H. Distributed beamforming in MISO SWIPT system[J]. IEEE Transactions on Vehicular Technology, 2016; 66(6): 5441-5445.
[9]Wang W, Wang R, Duan W, et al. Optimal transceiver designs for wireless-powered full-duplex two-way relay networks with SWIPT[J]. IEEE Access, 2017, 5: 22329-22343.
[10]Wang Q, Li T, Feng R*, et al. An efficient large resource-user scale SCMA codebook design method[J]. IEEE Communications Letters, 2019, 23(10): 1787-1790.
[11]Feng R, Chang Y, Mao X. Beam tracking algorithm for marine applications using visible light communication[J]. Applied Optics, 2020, 59(22): 6751-6759.
[12]Feng R , Yuan W , Xiao M , et al. Topology identification in distribution networks based on alternating optimisation[J]. IET Generation Transmission & Distribution, 2020, 14(2).
[13]Feng R, Chang Y, Mao L, et al. Liquid pressure sensing system with coupling RFID and HMM based on distance measurement[J]. IEEE Sensors Journal, 2020, 21(2): 1051-1058.
[14]Feng R, Zhang Z, Lai Z, et al. Harbor-border inspection for unmanned aerial vehicle based on visible light source tracking[J]. Applied Optics, 2021, 60(31): 9659-9667.
[15]Feng R, Yuan W, Ge L, et al. Nonintrusive Load Disaggregation for Residential Users Based on Alternating Optimization and Downsampling [J]. IEEE Transactions on Instrumentation and Measurement, 2021; 70: 1-12.
[16]Feng R, Xue Y, Wang W, et al. Saturated load forecasting based on clustering and logistic iterative regression[J]. Electric Power Systems Research, 2022, 202: 107604.
[17]Lai Z, Wang Y, Feng R, et al. Multi-Feature Fusion Based Deepfake Face Forgery Video Detection[J]. Systems, 2022, 10(2): 31.
[18]Feng R, Li Z, Wang Q, et al. An ADMM-Based Optimization Method for URLLC-Enabled UAV Relay System[J]. IEEE Wireless Communications Letters, 2022.
[19]Xie S, Ma C, Feng R*, et al. Wireless Glucose Sensing System Based on Dual-tag RFID Technology[J]. IEEE Sensors Journal, 2022.
[20]Xie S, Mi H, Feng R*. Spot alignment based on a five-photodiode receiver for a UWOC system[J]. Applied Optics, 2022, 61(22): G1-G8.
[21]Xie S, Ma C, Feng R*, Xiang X, Jiang P. Wireless Glucose Sensing System Based on Dual-Tag RFID Technology [J]. IEEE Sensors Journal, 2022; 22(13): 13632-13639.
[22]Feng R, Xue Y, Wang W, Xiao M. Saturated load forecasting based on clustering and logistic iterative regression[J]. Electric Power Systems Research, 2022.
[23]Xie S, Mi H, Feng R*. Spot alignment based on a five-photodiode receiver for a UWOC system[J]. Applied Optics, 2022; 61: G1-G8.
[24]Feng R, Zhang Z, Lai Z, Mao X. Time-difference-of-arrival positioning based on visible light communication for harbor-border inspection[J]. Applied Optics, 2022; 61: 8833-884.
[25]R. Feng and J. Cui, AINL: Network Topology Identification of Multiple Communication Modes via Active Intercepting and Node Locating[J]. IEEE Access, 2023; 11: 121399-121409.
[26]Feng R, Kong J, Guo X, Wang J, Xie S. Joint precoding and power allocation in a FSO channel with signal-dependent noise[J]. Applied Optics, 2023; 62:6060-607.
[27]Xu H, Feng R, Zhang W. C-DTW for Human Action Recognition Based on Nanogenerator [J]. Sensors, 2023; 23(16):7230.
[28]Feng R, Xiang X, Xie S, Jiang P. Sensing System for Mixed Inorganic Salt Solution Based on Improved Double Label Coupling RFID[J]. IEEE Sensors Journal, 2023; 23(12): 13565-13574.
[29]Zhang M, Feng R, Zhang H, Su Y. A recommendation management defense mechanism based on trust model in underwater acoustic sensor networks[J]. Future Generation Computer Systems, 2023.
[30]Feng R, Li J, Xie S, Mao X. Efficient Training Method for Memristor-Based Array Using 1T1M Synapse[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023; 70(7):2410-241.
[31]Gao S, Xie S, Feng R*, Chen R, Zhang Q, She M. I-OMP: an improved OMP algorithm for channel state identification in an underwater wireless optical communication scenario[J]. Applied Optics, 2024; 63: 1546-155.
[32]Lai Z, Yao Z, Lai G, Wang C, Feng R. A Novel Face Swapping Detection Scheme Using the Pseudo Zernike Transform Based Robust Watermarking[J]. Electronics, 2024; 13(24):4955.
[33]Lai Z, Guo Y, Hu Y, Su W, Feng R. Evaluating and Enhancing Face Anti-Spoofing Algorithms for Light Makeup: A General Detection Approach[J]. Sensors, 2024; 24(24):8075.
[34]Feng R, Wang J, Wu W, Liu S, Liu A, Xie S. Saturated load forecasting based on improved logistic regression and affinity propagation[J]. Electric Power Systems Research, 2024.
[35]Cai Z, Wang Y, Zhang D, Wen L, Liu H, Xiong Z, Khan W, Feng R*. Digital Twin Modeling for Hydropower System Based on Radio Frequency Identification Data Collection [J]. Electronics, 2024; 13(13):2576.
[36]Xie S, Jia J, Chen L, Feng R*, Liu Y, Yousaf M Z. Soft decision feedback equalizer for OFDM systems in underwater wireless optical communications with signal-dependent noise and channel estimation error[J]. Applied Optics, 2025; 64: 5574-558.
[37]Cui J, Raza MM, Feng R, Zhang J. Application of Anti-Collision Algorithm in Dual-Coupling Tag System[J]. Electronics, 2025; 14(4):787.
[38]Jiang P, Feng X, Feng R*, Cui J. AIPI: Network Status Identification on Multi-Protocol Wireless Sensor Networks[J]. Sensors, 2025; 25(5):1347.
[39]Peng J, Iqbal A, Feng R, Yousaf MZ. Enhanced Dual-Tag Coupled RFID Technology for Sensing Mixed Inorganic Salt Solutions: Incorporating the Impact of Water Velocity on Dielectric Measurements[J]. Electronics, 2025; 14(11):2124.
[40]Lai Z, Cheng L, Feng R. Enhancing Camera Source Identification: A Rapid Algorithm with Enhanced Discriminative Power[J]. Applied Sciences, 2025; 15(1):261.
[41]Feng R, Guo Y, Yousaf M Z, Khan B, Luo L. Coverage analysis and handover strategy in RF/VLC heterogeneous networks[J]. Applied Optics, 2025; 64: 4160-4173.
[42]Feng R, Lin X. RFID-Based Real-Time Salt Concentration Monitoring with Adaptive EKF[J]. Sensors, 2025; 25(12):3826.
[43]Feng R, Liu Y, Luo L, Zhao S, Yousaf M Z, Khan B. Resource allocation and path planning for RSMA-enabled UAV-VLC networks considering UAV jitter [J]. Applied Optics, 2025; 64:1809-1820.
[44]Feng R, Wu W, Qian L, Chang Y, Yousaf M Z, Khan B, Aierken P. A Hybrid TDOA and AOA Visible Light Indoor Localization Method Using IRS [J]. Electronics 2024; 14:2158.
[45]Feng R, Khan W, Faheem M, Wang J, Subhan F E, Bhutta M S. Uniform Physics Informed Neural Network Framework for Microgrid and Its Application in Voltage Stability Analysis [J]. IEEE Access, 2525; 13:8110-8126.
[46]Aziz A, Yousaf M Z, Feng R, et al. Advanced AI-driven techniques for fault and transient analysis in high-voltage power systems [J]. Scientific Reports, 2025; 15:5592.
[47]Khan W, Feng R, Aziz A, Yousaf M Z, Khan B, Guerrero J M. Numerical case study on thermal efficiency and predictive thermal management in Type-4 wind turbines[J]. Case Studies in Thermal Engineering, 2025.
[48]Feng R, Khan W, Tariq A, Abbas M, Yousaf M Z, Aziz A, Bajaj M, Abdullah M, Tuka M. Adaptive non-parametric kernel density estimation for under-frequency load shedding with electric vehicles and renewable power uncertainty[J]. Scientific Reports, 2025; 15(1): 11499.
[49]Feng R, Ma X, Qian L, Xie S, Zhang W, Luo L. Tri-Level BCD Optimization in OIRS-Assisted MIMO-VLC for Enhanced Physical-Layer Security[J]. IEEE Communications Letters, 2025.
[50]Han Q, Feng R, Yuan W, Shao C. Research on saturated spatial power load forecasting based on land utility[C]// Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering (ICITEE ’19). New York, NY: ACM, 2020: 38:1-5.
[51]Lai Z, Zhang Z, Wu Y, Feng R. Maritime target tracking algorithm based on visible light communication[C]// Proceedings of the 2021 IEEE 9th International Conference on Information, Communication and Networks (ICICN). Xi’an, China: IEEE, 2021: 200-204.
[52]Feng X, Xing H, Sun Y, Zhang M, Wang K, Feng R. UHF PD imaging based on fusion of positioning information and video information[C]// Proceedings of the 2022 5th International Conference on Information Communication and Signal Processing (ICICSP). Shenzhen, China: IEEE, 2022: 276-279.
[53]Zhang Y, Xu H, Zhang J, Wang W, Huang J, Feng R. Research on motion recognition technology based on nanogenerator[C]// Proceedings of the 2022 5th International Conference on Information Communication and Signal Processing (ICICSP). Shenzhen, China: IEEE, 2022: 70-74.
[54]Wang Z, Zhang G, Zhao X, Hou W, Feng R, Xu H. Fault detection system of charging pile based on embedded device[C]// Proceedings of the 2023 8th Asia Conference on Power and Electrical Engineering (ACPEE). Tianjin, China: IEEE, 2023: 2629-2633.
[55]Jiang W, Shi C, Gu J, Li Z, Iqbal A, Feng R. Scheduling optimization model for new power system based on demand response[C]// Proceedings of the 2023 5th International Conference on Power and Energy Technology (ICPET). Tianjin, China: IEEE, 2023: 1104-1110.
[56]Feng X, Xing H, Sun Y, Zhang M, Wang K, Feng R. Partial discharge positioning based on SDR and TDOA[C]// Proceedings of the 2022 5th International Conference on Information Communication and Signal Processing (ICICSP). Shenzhen, China: IEEE, 2022: 424-428.
[57]Yu L, Khan W, Wu Y, Wang J, Liu Y, Feng R. A systematic novel implementation on photovoltaic power, wind energy, and solar energy models[C]// Proceedings of SPIE 12594, Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022). Bellingham, WA: SPIE, 2023: 125940W.
[58]Gao S, Chen R, Feng R. Channel estimation based on improved orthogonal matching pursuit algorithm[C]// Proceedings of the 2023 4th International Symposium on Computer Engineering and Intelligent Communications (ISCEIC). Nanjing, China: IEEE, 2023: 472-475.
[59]Li Z, Khan W, Wang J, Yingxia W, Chaohui W, Feng R. Transient stability analysis of electrical power systems using polynomial approximation based Galerkin method[C]// Proceedings of the 2023 5th International Conference on Power and Energy Technology (ICPET). Tianjin, China: IEEE, 2023.

专利成果

[1]控制mems透镜解决水下可见光通信光路偏移的方法，发明专利，CN 109067459
[2]一种基于城市用地性质及开发时间的空间负荷预测方法，发明专利，CN 110119837
[3]一种基于凸优化的智能电网隐藏拓扑结构识别方法，发明专利，CN 111162533
[4]一种基于logistic回归的饱和负荷预测方法，发明专利，CN 111259340
[5]基于基2SDF流水线型的FFT处理器及其在ACO-OFDM系统的实现方法，发明专利，CN 112307423
[6]专利名称“基于FoV分集和NOMA的可见光通信预编码理论与方法研究”，发明专利，申请号：2020100517738
[7]专利名称“基于隐马尔科夫模型的液体压力传感器系统在线去噪方法”，发明专利，申请号：2020100439207 CN 111256908

冯人海

教育经历

· 2009.9 - 2014.9

· 2005.9 - 2009.9

研究方向

授课信息

个人简介

学术成果

论文成果

专利成果