Feng Ren Hai
School
School of Electrical and Information Engineering
Professional Title
Associate professor
Discipline
通信系
Contact Information
fengrenhai@tju.edu.cn
Brief Introduction
Renhai Feng (Member, IEEE) received the B.S and Ph.D. degree in 2009 and 2014 in the School of information science and technology, Sun Yat sen University. He was a postdoctoral from 2014 to 2016 in School of information engineering, Shenzhen University, Shenzhen, China. He is currently working as an associate professor in the School of Electrical and Information Engineering, Tianjin University, Tianjin, China. His current research interests include visible light communication, convex optimization and smart grid.
Education Background
- Doctoral degree| Sun-Yat-Sen University| communication system| 2014
- Bachelor’s Degree| Sun-Yat-Sen University| Electronic Information| 2009
Research Interests
- topology identification
- artificial intelligence
- wireless communication
- Visible Light Communication
- Convex Optimization
Courses
Academic Achievements
- Papers
- [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.
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- [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.