Liu Fulai,Male,Doctor of Engineering, the theory of computer software and theoretical majors,Professor of Northeast University,Doctoral supervisor,New Century Talent for the Ministry of Education,Hebei ProvinceThree Three Three Three Talent ProjectThe second level of talents,Excellent teacher of Hebei Province,National Torch Program Expert,Excellent experts of Qinhuangdao City Management,Vice Chairman of the Qinhuangdao Municipal Committee of the China Democratic League,Member of the Hebei Provincial Committee of the China Democratic League。The current teaching engineering major in the Department of Communication Engineering,At the same time as the director of the school computing center,College scientific research teamCognitive radio and spectrum big data processing laboratoryElectromagnetic Environment 2024 European Cup Football Result Betting Cognitive and Control Laboratoryand"GNSSAnti -Interference Technology LabThe person in charge(for graduate students, open to outstanding undergraduates)

Currently mainly engaged inCognitive radio and spectrum big data processing、Electromagnetic environment cognition and control and use、GNSSAnti -interference technology、MM wave communication system key technology、Scientific research and talent training in the theory of compression perception theory and application。HostHebei Provincial Natural Science Foundation on Face (F2020-0000002020)、National Natural Science Foundation on Face (619711172019)、Key Science and Technology Innovation Fund for the Central College Basic Scientific Research Business Fees (N1723020022018), Hebei Provincial Natural Science Foundation on Face (F20165011392016)、Central university fundamental scientific research business fee exploration guide key project (N1423020012015).br2-2592013), Special Scientific Research Fund for Doctoral Discipline Points of Higher School-Boidao (201300421100032013), the Ministry of Education New Century Excellent Talent Support Program (NCET-13-01052013)、National Project Cultivation Seed Fund (N1204230022013), Liaoning Provincial Natural Science Foundation (201020642011), Chinese Post -doctoral Fund (201004713692011), National Natural Science Foundation Project Youth Science Fund Project 609040352010) and other project research work, while hostingResearch on the formation method of adaptive broadband beam based on deep learning (2022"GNSSResearch on anti -interference technology in the complex interference environment (2018and other horizontal topics. Get2020The second prize of the 8th Hebei Province Higher Education Teaching Achievement (the first winner,issuance agency: Hebei Provincial People's Government、Hebei Provincial Department of Education1item.

2024 European Cup Betting Site in Germany Academic achievements.

Already in "IEEE Transactions on ANTENNAS and Propagation","IEEE Transactions on Communications","Signal Processing"and other key domestic and foreign journal magazines and international academic conferences published academic papers60Yu, of which it has beenSCIeiSearch for50Yu article; editor -in -chief published monograph3Department, 2024 European Cup Football Result Betting Teaching Material2Department, authorize invention patents10Representative results are as follows:

[1]. Zixuan zhang, Fulai Liu, juan sheng, Caimei Huang, baozhu shi. Index Modulation Recognition Based on Project Residual Analysis [J]. IEEE Transactions on Cognitive Communications and Networking, PP. 1-12, 2022. Early Access. JCR1District, SCIImpact factor6.359

[2]. Fulai Liu, aiyi zhang, Ruiyan du, jialiang xu, zhongyi Hu. HTR-CTO Algorithm for Wireless Data Recovery [J]. Information Sciences, 2022, Vol. 587, PP. 515-534, 2022. JCR1District, SCIImpact factor8.233

[3]. Fulai Liu, kai tang, zhibo Su, RUIYAN DU. LP-DSPE Algorithm for Coherently Distributed SourceS Angular Parameter [J]. IEEE Communications Letters, VOL.26, No.1: 79-83, 2022. JCR2District, SCIImpact factor3.553

[4]. Fulai Liu, kai tang, xiaodan Chen, Ruiyan du, DONGBAO qin. MST-Id Algorithm for Angular Parameter Estimation of Incoherenly Distribued Sources [J]. Circuits Systems and Signal Processing, Vol. 41, NO. 7, PP. 3798-3810, 2022. JCR3District, SCIImpact factor2.311

[5]. Fulai Liu, jialiang xu, lijie zhang, Ruiyan du, zhibo Su, aiyi zhang, zhongyi hu. Desnn Algorithm for Communication Network Intrusion Detection [J]. Wireless Personal Communications, 2022. Early Access. JCR3District, SCIImpact factor2.017

[6]. Ruiyan du, Fulai Liu, jialiang xu, FAN GAO, zhongyi Hu, aiyi zhang.  D-GF-CNN Algorithm for Modulation Recognition [J]. Wireless Personal Communications, Vol. 124, NO. 2, PP. 989-1010, 2022. JCR3District, SCIImpact factor2.017

[7]. Fulai Liu, xiaoyu bai, Ruiyan du, huajing liu. Adaptive Hybrid Precoding with High Energy EFFICIENCY FOR MILLIMETER WAVE Communication Systems [J]. IEEE Systems Journal, 2021. Early Access. JCR2District, SCIImpact factor4.802

[8]. Yixin xu, Fulai Liu, Ruiyan du, zhenxing sun, Pilot and Data Power Alocation for Spatially Correled Mimo Systems with Imperfect CSI, PHYSICAL Communication, 2021 (48): 1-8. JCR3District, SCIImpact factor2.379

[9]. Fulai Liu, yanshuo zhang, dan Li, Ruiyan du. ThP-UO Algorithm for Multi-User Mmwave Mimo Systems [j]. Wireless Personal Communications, 2021, (3): 1-14. JCR3District, SCIImpact factor2.017

[10]. Fulai Liu, zixuan zhang, Ruiyan Du. IEEE Transactions on Mobile Computing, 2020, 19 (10): 2330-2343. JCR1District, SCIImpact factor6.075

[11]. Fulai Liu, xiaodong kan, xiaoyu bai, ET Al. Hybrid Precoding Based on Adaptive RF-Chain-TO-Annna Connection for Millime Wave Mimo Systems [J]. PHYSICAL Communication, 2020, 39. JCR3District, SCIImpact factor2.379

[12]. Xiaoyu bai, Fulai Liu, Ruiyan du. Hybrid Th Precoding and Combining with Sub-Connected Structure for Mmwave Systems [J]. IEEE Communications Letters, 2020, 24 (8): 1821-1824. JCR2District, SCIImpact factor3.553

[13]. Zixuan zhang, Fulai Liu, Ruiyan du, xiaoyu bai. SFIM DETECTOR BASED on Joint-SPARSE INDEX Removal for MIMO-OFDM-CR SYSTEM [J]. IEEE Communications Letters. 2020, 24 (12): 2746-2750. JCR2District, SCIImpact factor3.553

[14]. Fulai Liu, xiaoyu bai, Ruiyan du, zhenxing sun, xiaodong kan. GIENS Rotation Based Column-Wise Hybrid Precoding for Millimeter Wave Mimo Systems [J]. Digital Signal Processing, 2019, 88: 130-137. JCR2District, SCIImpact factor2.92

[15]. Xiaoyu bai, Fulai Liu, Ruiyan du, xiaodong kan, yixin xu, yanshuo zhang, Rod-Based Hybrid Th Precoding and Combining for Mmwave Large-SCALE MIMO SYSTEMS [J].. Digital Signal Processing, 2019, 93: 102-114. JCR2District, SCIImpact factor2.92

[16]. Fulai Liu, Ruiyan du, jian wu, qingping zhou, zixuan zhang, Yajian cheng. Multiple Constrained L2-Norm Minimization Algorithm for Adaptive BeamForming [J]. IEEE Sensors Journal, VOL.18, No.15, PP.6311-6318, 2018. JCR2District, SCIImpact factor4.802

[17]. Fulai Liu, yifan wu, han duan. SVR-CMT Algorithm for Null Broadening and Sidelobe Control [j]. Progress in Electromagnetics Research, 2018, 163: 39-50. JCR1District, SCIImpact factor6

[18]. Fulai Liu, Ruiyan du, yajian cheng, zhenxing Sun. LP-W-ℓ∞-SVD Algorithm for Direction of Arrival Estimation [J]. IEEE Sensors Journal, 2017, 17 (2): 428-433.  JCR2District, SCIImpact factor4.802

[19]. Fulai Liu, Ruiyan du. Lpws Algorithm for WideBand Sensing PROBLEM [J]. Wireless Personal Communications, 2016, 91 (3): 1259-1270.  JCR3District, SCIImpact factor2.017

[20]. Zixuan zhang, Fulai Liu, Ruiyan du, Caimei Huang, juan sheng. Trace-Based Sparsity Order Estimation with Sparsly Sampled Random MatriceS [J]. IEEE Transactions on Communications, 2016, 64 (11): 4790-4799.  JCR1District, SCIImpact factor6.166

[21]. Fulai Liu, Ruiyan du, Junping Guo, Shouming Guo. P-Glrt Algorithm for Coopetive Spectrum Sensing [J]. Wireless Personal Communications, 2015, 81 (3): 1079-1089. JCR3District, SCIImpact factor2.017

[22]. Fulai Liu, Guozhu Sun, jinkuan Wang, 41685_41825 Applied Computational Electromagnetics Society Journal, 2014, 29(4)307-315.  JCR4District, SCIImpact factor0.414

[23]. Fulai Liu, jinkuan Wang, Changyin Sun, Ruiyan du. Spatial Differencing Method for Doa Estimation Under the Coexistence of Both UnCorreled Signals [J]. IEEE Transactions on ANTENNAS and Propagation, 2012, 60 (4): 2052-2062. JCR4District, SCIImpact factor4.824

[24]. Fulai Liu, jinkuan Wang, RUIYAN DU. Unity-Jafe Algorithm for Joint Angle-Frequency Estimation Based on Frame-Newton Method [J]. Signal Processing, 2010, 3 (90): 809-820. JCR2District, SCIImpact factor4.729

 Invention patent

[1] Liu Fulai,Zhang Dandan,Du Ruiyan,Zhang Aiyi,Gao Fan,Xu Jialiang,Hu Zhongyi,A deep reinforcement learning spectrum sharing method based on priority experience, Patent number:ZL201910607372.3, Authorized announcement date:2022.08.08.

[2].Liu Fulai, Xu Jialiang, Du Ruiyan, Zhang Aiyi, Huang Caimei, Hu Zhongyi. A kind of dynamic evolutionary particle group shieldemdMixed signal separation method, Patent number:ZL202010122642.4, authorized announcement date:2022.07.26.

[3].Liu Fulai, Hu Zhongyi, Du Ruiyan, Zhang Aiyi, Huang Caimei, Xu Jialiang. A based onlstmNetworkemdendpoint effect suppression method, Patent number:ZL202010139218.0, Authorized announcement date:2022.07.01.

[4]. Liu Fulai,Zhang 2024 European Cup Football Result Betting Aiyi,Du Ruiyan,Zhang Dandan,Xu 2024 European Cup Official Website Betting Predictions Jialiang,Gao Fan,Hu Zhongyi,Based onHankelThe transformed wireless sensing network high -dimensional data supplementary method, Patent application number:ZL201910737758.6,Authorized announcement date:2022.03.03.

[5]. Liu Fulai, Song Hui, Du Ruiyan, Yang Jiaqi, Tang Kai. A navigation anti -interference method based on the two -dimensional sparse arrays in the air,Patent number:ZL201910640581.8, authorized announcement date:2021.04.02.

[6]. Liu Fulai,Xi Xiaodong,Du Ruiyan,Bai Xiaoyu,Liu Huajing,A kind of simulation -based transposition-The mixed pre -coding method of the switch -class connected network, patent number:ZL201910607373.8Authorization announcement date2021.04.02.

[7]. Liu Fulai,Cheng Yajian,Du Ruiyan,Virtual large -hole diameter broadband signal based on the secondary differential of mutual quality arrayDoaEstimation method, patent number:ZL201610761636.7Authorized announcement date:2021.04.02.

[8]. Liu Fulai,Zhang Zixuan,Du Ruiyan,Huang Caimei,Shengjuan,Zhang Aiyi,Sun Zhenxing,Xu Yixin,AMIMO-OFDMSystem Frequency-Empty two -dimensional spectrometer detection method, patent number:ZL201810768989.9, authorized announcement date:2020.12.15.

[9]. Liu Fulai, Cheng Yajian, Du Ruiyan, broadband signal based on mutual quality arrayDoaEstimation Method, Patent Public Number:CN106324558A, Public Day:2017.01.11.

[10]. Liu Fulai,Guo Shouming,Channel and power combined distribution method that guarantees communication continuity in cognitive radio,Patent number:ZL201210394839.9, authorized announcement date:2014.10.29.

Specialty

[1]. Liu Fulai, Du Ruiyan. Array signal parameter estimation algorithm and optimization,Tsinghua University Press,2021.07.01.

[2]. Liu Fulai, Zhang Zixuan, Du Ruiyan. Structural compression perception theory and application,Tsinghua University Press,2022.01.01.

[3]. Liu Fulai.millimeter wave communication system hybrid pre -coding theory and algorithm,Today’s European Cup football predictions Xi'an University of Electronic Science and Technology Press,2022.04.01.

2024 European Cup Football Result Betting Teaching Material

[1]. Liu Fulai, Du Ruiyan. MatlabAnalysis of the radio signal processing,Today’s European Cup football predictions Xi'an University of Electronic Science and Technology Press,2020.1

[2].Zhu Qunxi,Liu Fulai, Li Fei, Hu Xi, etc.. University Basic University, Tsinghua University Press, 2022Published on the year. 

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