个人资料：
姓名：冯人海
职称：副教授/硕士生导师
学科专业：通信工程
通讯地址：天津大学电气自动化与信息工程学院26教学楼D区320室
电子信箱： fengrenhai@tju.edu.cn
电话/传真：17695541156
主要经历：
(1) 2017.09-至今 天津大学 电气自动化与信息工程学院 副教授，硕士生导师
(2) 2014.09-2017.06 深圳大学 电子工程系，博士后
(3) 2005.09-2014.09 中山大学 信息科学与技术学院， 本科-博士
主要研究方向：
(1) 可见光通信
(2) RFID
(3) 网络拓扑识别
(4) 软件无线电
(5) 智能电网
主要科研项目：
(1) 2023.01-2026.12国家自然科学基金项目：“基于双通道PD接收机的可见光通信FoV分集关键技术研究”，项目负责人
(2) 2022.01-2023.12国网重庆市电力公司：“‘双高’新型电力系统优化电压稳定性分析及风-光-储容量优化配置方案研究” ，项目负责人
(3) 2022.01-2022.12 国网山东省电力公司：“电动汽车充电基础设施故障特征识别与快速维护关键技术研究” ，项目负责人
(4) 2022.01-2022.12某研究所：“多通信协议无线通信网络行为状态识别技术研究” ，项目负责人
(5) 2014.12-2016.12中国博士后自然科学基金“信息与能量同时传输系统的分布式预编码技术”，项目负责人
(6) 2017.01-2019.12 国家自然科学基金青年基金“基于FoV分集和NOMA的可见光通信预编码理论与方法研究”，项目负责人
(7) 2017.01-2019.12深圳市科技计划项目“基于FoV分集和NOMA的可见光通信预编码理论与方法研究”，项目负责人
代表性论著、学术著作：
学术期刊论文：
(1) 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.
(2) 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.
(3) 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.
(4) 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.
(5) 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.
(6) 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.
(7) 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.
(8) Feng R, Lin X. RFID-Based Real-Time Salt Concentration Monitoring with Adaptive EKF[J]. Sensors, 2025; 25(12):3826.
(9) 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.
(10) Lai Z, Cheng L, Feng R. Enhancing Camera Source Identification: A Rapid Algorithm with Enhanced Discriminative Power[J]. Applied Sciences, 2025; 15(1):261.
(11) 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.
(12) Jiang P, Feng X, Feng R*, Cui J. AIPI: Network Status Identification on Multi-Protocol Wireless Sensor Networks[J]. Sensors, 2025; 25(5):1347.
(13) Cui J, Raza MM, Feng R, Zhang J. Application of Anti-Collision Algorithm in Dual-Coupling Tag System[J]. Electronics, 2025; 14(4):787.
(14) 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.
(15) 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.
(16) 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.
(17) 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.
(18) 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.
(19) 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.
(20) 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.
(21) 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.
(22) 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.
(23) Xu H, Feng R, Zhang W. C-DTW for Human Action Recognition Based on Nanogenerator [J]. Sensors, 2023; 23(16):7230.
(24) 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.
(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, 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.
(27) 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.
(28) Feng R, Xue Y, Wang W, Xiao M. Saturated load forecasting based on clustering and logistic iterative regression[J]. Electric Power Systems Research, 2022.
(29) 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.
(30) 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.
(31) Feng R, Dai M, Wang H. Distributed beamforming in MISO SWIPT system[J]. IEEE Transactions on Vehicular Technology, 2016; 66(6): 5441-5445.
(32) 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.
(33) 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.
(34) 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.
(35) Xie S, Ma C, Feng R*, et al. Wireless Glucose Sensing System Based on Dual-tag RFID Technology[J]. IEEE Sensors Journal, 2022.
(36) 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.
(37) Lai Z, Wang Y, Feng R, et al. Multi-Feature Fusion Based Deepfake Face Forgery Video Detection[J]. Systems, 2022, 10(2): 31.
(38) 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.
(39) 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.
(40) 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.
(41) 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).
(42) Feng R, Chang Y, Mao X. Beam tracking algorithm for marine applications using visible light communication[J]. Applied Optics, 2020, 59(22): 6751-6759.
(43) 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.
(44) 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.
(45) 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.
(46) 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.
(47) 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.
(48) 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.
(49) 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.
学术会议论文
(1) 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.
(2) 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.
(3) 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.
(4) 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.
(5) 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.
(6) 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.
(7) 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.
(8) 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.
(9) 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.
(10) 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.
中文论文：
[1] 改进型ACO-OFDM调制系统及其FPGA实现. 梁继然;杨智群;毛陆虹;冯人海.南开大学学报(自然科学版),2022(05)
[2] 基于图信号交替优化的居民用户非侵入式负荷监测方法. 冯人海;袁万琦;葛磊蛟.中国电机工程学报,2022(04)
[3] 基于主成分分析和凸优化的低压配电网拓扑识别方法. 冯人海;赵政;谢生;黄建理;王威.天津大学学报(自然科学与工程技术版),2021(07)
[4] 基于可见光携能通信的线性迭代定位算法. 冯人海;常燕燕;葛磊蛟;杨爱超.天津大学学报(自然科学与工程技术版),2021(04)
[5] 西藏配电网智能路径规划方法研究. 张纪伟;刘晓明;冯人海;陈利;贡卓;张峰;吴元香;李超;邵传军;曹建梅.广东电力,2019(09)
[6] 基于土地使用性质的饱和空间负荷预测研究. 张纪伟;刘晓明;冯人海;贡卓;曹建梅;张峰;吴元香;龙剑桥.广东电力,2019(08)
[7] 基于城市用地性质及开发时间的改进空间负荷预测方法研究. 张纪伟;刘晓明;贡卓;张峰;吴元香;龙剑桥;曹建梅;冯人海;肖萌.供用电,2019(07)
[8] 采用ACO-OFDM调制新型可见光-射频识别标签系统. 叶崇光;冯人海;毛陆虹.重庆邮电大学学报(自然科学版),2019(01)
[9] 人工智能算法在西藏地区配电网路径规划中的应用研究. 刘晓明;张纪伟;陈利;贡卓;张峰;吴元香;龙剑桥;冯人海;肖萌.供用电,2019(02)
专利：
(1) 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（已授权的专利） CN 111256908
(2) 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，专利号：2020100517738（已授权的专利）
(3) 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 CN 112307423
(4) 一种基于logistic回归的饱和负荷预测方法 CN 111259340
(5) 一种基于凸优化的智能电网隐藏拓扑结构识别方法 CN 111162533
(6) 一种基于城市用地性质及开发时间的空间负荷预测方法 CN 110119837
(7) 控制mems透镜解决水下可见光通信光路偏移的方法 CN 109067459
实验室学生毕业去向：
2025 华为；南瑞；美团；国家电网冀北公司
2024 国家电网黑龙江公司；国家电网冀北公司；中国航天研究院610所
2023 中兴；华为；天津光电集团；中国电信
2022 南瑞；天津大学硕博连读
2021 天津科技大学专职教师；
主要讲授课程：
(1) 软件无线电（本科生）
(2) 通信系统工程实践2（本科生）
(3) 通信系统工程实践3（本科生）
(4) 生产实习（本科生）
(5) 凸优化（硕士生）
(6) 计算机前沿技术（硕士生）
获奖
降低帘式膜组件成品检测自来水用量
天津市2022年质量攻关优秀成果一等奖 易海超 蒋鹏 冯人海 杨静 王晓琦
提高柱式膜浇注生产线设备综合效率
天津市2021年质量攻关优秀成果一等奖 易海超 蒋鹏 谭向阳 冯人海 徐海峰
