一、基本情況

劉福來，男，1975年2月生，博士，教授，博士研究生導師、教育部新世紀人才、河北省優秀教師, 河北省教學名師、秦皇島市市管優秀專家、國家火炬計劃專家

二、聯系方式

聯系電話：15033350710

聯系電子郵件：fulailiu@126.com

三、研究方向 

(1)電磁環境認知與控制利用      (2)認知無線電及頻譜大數據處理

(3)毫米波大規模MIMO系統關鍵技術  (4)GNSS系統抗干擾技術

(5)張量與壓縮感知理論及應用    (6)深度學習及在通信中應用

四、教育背景

(1)1995.08-1999.07 河北師范大學數學系    學士

(2)1999.08-2002.03 威尼斯wnsr9778研究生院      碩士

(3)2002.04-2005.08 威尼斯wnsr9778研究生院      博士

五、工作履歷

(1)2005.09-2007.11 威尼斯wnsr9778博士后流動站，石家莊通信測控技術研究所博士后工作站，博士后

(2)2007.11-2007.12  威尼斯wnsr9778秦皇島分校 講師

(3)2008.01-2009.12  威尼斯wnsr9778秦皇島分校 副教授

(4)2009.02-2011.02  東南大學博士流動站 博士后

(5)2010.01-至今    威尼斯wnsr9778秦皇島分校 教授

(6)2012.06-至今    威尼斯wnsr9778，威尼斯wnsr9778秦皇島分校 博士生導師

(7)2019.07-至今    威尼斯wnsr9778秦皇島分校 計算中心主任

六、學術兼職及社會兼職

(1) 美國應用計算電磁學會會員

(2) 秦皇島市市管優秀專家

(3) 國家火炬計劃專家

(4) 計算機與網絡編委編委會委員

(5) 民盟秦皇島市委副主委，民盟河北省委員會委員

七、科研情況

(1) 國家自然科學基金面上項目《面向毫米波大規模MIMO系統的高能效混合預編碼方法與理論研究》，項目編號：61971117，項目負責人；

(2) 國家自然科學基金項目《基于多參數規劃的魯棒自適應波束優化控制方法研究》，項目編號：60904035，項目負責人；

(3) 河北省自然科學基金《面向超大規模智能反射面輔助的多用戶寬帶波束聚焦理論與方法研究》項目編號：F2024501005，項目負責人；

(4) 河北省自然科學基金面上項目《面向高能效數據傳輸的自適應混合預編碼結構與算法研究》項目編號：F2020501007，項目負責人；

(5) 河北省自然科學基金面上項目《基于結構化壓縮感知理論的多維譜空穴檢測方法研究》，項目編號：F2016501139，項目負責人；

(6) 校企合作項目，基于深度學習的自適應寬帶波束形成方法研究，項目負責人；

(7) 教育部基本科研業務費重大（重點）學科研究引導項目《頻譜大數據的張量表示及頻譜態勢感知方法研究》，項目編號：N172302002，項目負責人；

(8) 教育部基本科研業務費探索導向重點項目《面向用戶友好與優質通信的多維譜空穴自適應接入方法研究》，項目編號：N142302001，項目負責人；

(9) 河北省百名優秀創新人才支持計劃項目，項目編號：BR2-259，項目負責人；

(10) 教育部博士點基金-博導類《基于多參數規劃的認知無線電網絡頻譜資源多域自適應重用方法研究》，項目編號：20130042110003，項目負責人；

(11) 河北省科技支撐計劃項目《天線陣列波束自適應重構方法研究》，項目編號：11213502D，項目負責人.

八、獎勵與榮譽

(1)2022年被評為威尼斯wnsr9778秦皇島分校思政教學名師；2020年被評為“河北省教學名師”；2019年獲第八屆河北省高等教育教學成果獎二等獎；2014年被評為“河北省優秀教師”，同年分別入選“河北省三三三人才第二層次”，“中國自動化學會青年工作委員會委員”和“秦皇島市市管優秀專家”；

(2)2013年入選“教育部新世紀人才支持計劃”，同年入選“河北省高校百名優秀創新人才支持計劃”；

(3)2012年入選“遼寧省高等學校優秀人才支持計劃”，同年被評為“秦皇島市第五屆優秀科技工作者”；

(4)2011年獲“河北省青少年科技創新獎”；

(5)2010年被評為“秦皇島市第八批專業技術拔尖人才”。

九、學術成果

已在《IEEE Transactions on Antennas and Propagation》、《IEEE Transactions on Communications》、《Signal Processing》等國內外重點期刊雜志與國際學術會議上發表學術論文90余篇，其中已被SCI、EI檢索收錄80余篇，主編出版專著3部，教材2部，授權發明專利10余項。代表性成果如下：

部分學術論文清單

[1]Fulai Liu, Chongyuan Li, Yuchen Wu, Luyao Suo. Deep Learning Based Hybrid Precoder and Combiner Approach for MIMO-OFDM Systems [J]. IEEE Sensors Journal, 2025.JCR1區 

[2] Fulai Liu,Xuefei Sun,Ruxin Liu,Hao Qin,Baozhu Shi,Ruiyan Du. AWB-FCNN algorithm for mainlobe interference suppression [J]. IEEE Transactions on Green Communications and Networking, vol. 9, no. 1, pp. 218-227, 2025. JCR1區,SCI: 001423951000025

[3]Fulai Liu, Yubiao Liu, Xianghuan Yang, Zhuoyao Duan, Baozhu Shi, et al. An RTDNN-based Hybrid Precoding and Combining Joint Optimization Algorithm for MUPC-MIMO Systems [J]. IEEE Transactions on Green Communications and Networking, 2025. JCR1區 

[4]Fulai Liu, Hao Qin, Ziyuan Sun, Ruiyan Du. WS-CACNN Algorithm for Robust Adaptive Beamforming [J]. Physical Communication, 2025. JCR3區 

[5] Fulai Liu, Hong Cao, Yuchen Wu, Baozhu Shi et al. JOPCNN-based hybrid precoding/combining algorithm for millimeter wave communication systems [J]. Physical Communication, 2025. JCR3區

[6]Fulai Liu, Junjie Ge, Tian Feng, Ruiyan Du, Huiyang Shi. DSRSN Algorithm for Channel Estimation in IRS Assisted mmWave MIMO Systems [J]. Signal, Image and Video Processing, 2025. JCR3區

[7]Ruiyan Du, Qiuying Yu, Guangyu Meng, Qishao Hu, Fulai Liu. WV-DSCNN Algorithm for Wideband Robust Adaptive Beamforming [J]. Signal, Image and Video Processing, 2025. JCR3區

[8]Ruiyan Du, Minghui Huang, Fulai Liu. Multi-classification Algorithm Based on Graph Convolutional Neural Network for Intrusion Detection [J]. Signal, Image and Video Processing, 2025. JCR3區

[9] Ruiyan Du, Tiangui Li, Guangyu Meng, Fulai Liu. CNN-AC Algorithm for Hybrid Precoding in Millimeter-Wave Massive MIMO Systems [J]. Wireless Networks, 2025. JCR3區

[10] Fulai Liu, Zhuoyao Duan, Lijie Zhang, Baozhu Shi, Yubiao Liu, Ruiyan Du. DPC-CNN algorithm for multiuser hybrid precoding with dynamic structure [J]. IEEE Transactions on Green Communications and Networking, vol. 8, no. 4, pp. 1361-1370, 2024. JCR1區,SCI: 001360471900021

[11]Fulai Liu, Xinyue Lou,Dan Li,Baozhu Shi,Huifang Wang andRuiyan Du. JPC-GCE algorithm for energy-efficient wideband mmWave systems [J]. IEEE Transactions on Green Communications and Networking, vol. 8, no. 4, pp. 1586-1594, 2024. JCR1區,SCI: 001360471900021

[12]Fulai Liu, Baozhu Shi, Ruiyan Du. A TPSAS-Based TSDD hybrid precoding algorithm for FD-MIMO systems [J]. IEEE Transactions on Communications, vol. 73, no. 3, pp. 573-585, 2024. JCR1區,SCI: 001398823500007

[13]Fulai Liu, Aiyi Zhang, Ruiyan Du, Guozhu Sun. Structural sparse tensor robust PCA method based on cross-entropy for vehicular network data recovery[J]. IEEE Transactions on Vehicular Technology, vol. 73, no. 8, pp. 12038-12051, 2024. JCR1區,SCI: 001294588500051

[14] Fulai Liu, Xuefei Sun, Zhibo Su, Ruiyan Du, Yufeng Du, Xiuquan Dou, Aiyi Zhang, Guozhu Sun. CPNN algorithm for adaptive beamforming [J]. IEEE Transactions on Green Communications and Networking, vol. 8, no. 4, pp. 1521-1529, 2024. JCR1區,SCI: 001360471900045

[15] Fulai Liu, Jinwei Yang, Qiuying Yu, Junjie Ge, Ruiyan Du, Aiyi Zhang. Wideband adaptive beamforming via multi-scale channel attention convolutional neural network [J]. IEEE Sensors Journal, vol. 24, no. 18, pp. 29323-29330, 2024. JCR1區,SCI: 001379128100084

[16]Fulai Liu, Xiaoyu Li, Xianghuan Yang, Huiyang Shi, Ruiyan Du. Deep Learning Based Joint Hybrid Precoding and Combining Design for mmWave MIMO Systems [J]. IEEE Systems Journal, vol. 18, no. 1, pp. 560-567, 2024. JCR2區, SCI影響因子3.9SCI: 001188771100071,

[17]Fulai Liu, Wu Zhou, Dongbao Qin, Zhixin Liu, Huifang Wang, Ruiyan Du. CAWE-ACNN algorithm for coprime sensor array adaptive beamforming [J]. IEEE Sensors Journal, vol. 24, no. 17, pp. 5454, 2024. JCR2區SCI: 001311373300001

[18]Fulai Liu, Xinyue Lou, Bo Zhang, Ruiyan Du, Guozhu Sun. Truncated nuclear norm matrix recover algorithm for direction-of-arrival estimation [J]. Signal, Image and Video Processing, vol. 18, no. 4, pp. 3715–3722, 2024. JCR3區,  SCI: 001181094800003

[19]Fulai Liu, Xubin Li, Zhibo Su, Yubiao Liu, Aiyi Zhang. Mc-MUSIC algorithm for fast DOA estimation [J]. Wireless networks, vol. 31, no. 1, pp. 659-667, 2024. JCR3區,SCI: 001246483600002

[20] Fulai Liu, Jiaqi Yue, Zhongyi Hu, Ruiyan Du. Multiple Classification Algorithm Based on Ensemble Learning for Intrusion Detection [J]. Wireless networks, vol. 31, pp. 2143–2154, 2024. JCR3區,SCI: 001360962800001

[21]Fulai Liu, Liwen Feng, Hao Qin, Long Li, Yajie Gao, Ruiyan Du. RACNN Algorithm for Robust Adaptive Beamforming [J]. Wireless networks, vol. 31, pp. 2215–2225, 2024. JCR3區,SCI: 001375767700001

[22]Fulai Liu, Guangyu Meng, Bo Zhang, Aiyi Zhang, Xinyue Lou, Ruiyan Du. DOA Estimation Algorithm based on UV Decomposition Matrix Completion [J]. Wireless networks, vol. 31, pp. 2317–2326, 2024. JCR3區,SCI: 001382361000001

[23]Baozhu Shi, Fulai Liu, Ruiyan Du. A MCUR-TS hybrid precoding and combining algorithm for MIMO-OFDM systems [J]. IEEE Transactions on Wireless Communications, vol. 6, no. 23, pp. 5488-5502, 2024. JCR1區,SCI: 20240215342179

[24]Aiyi Zhang, Fulai Liu, Ruiyan Du, Guozhu Sun. Multi-mode multiple relationships nuclear norm minimization robust PCA method for IoT data restoration [J]. IEEE Internet of Things Journal, vol. 11, no. 9, pp. 16788-16804, 2024. JCR1區,SCI: 001295371500035

[25] Ruiyan Du, Huifang Wang, Shiyi Wang, Baozhu Shi, Zhuoyao Duan, Fulai Liu. Two-stage dilated convolutional neural n etwork-based detector for OFDM-IM [J]. IEEE Transactions on Green Communications and Networking, vol. 8, no. 4, pp. 1852-1861, 2024. JCR1區,SCI: 001360471900014

[26] Ruiyan Du, Long Li, Zhiqing Guan, Baozhu Shi, Zhuoyao Duan, Fulai Liu. AFC-TH hybrid precoding with high energy efficiency for millimeter wave communication systems [J]. IEEE Transactions on Green Communications and Networking, vol. 8, no. 4, pp. 1622-1631, 2024. JCR1區,SCI: 001360471900044

[27] Baozhu Shi, Fulai Liu, Ruiyan Du. JCNN-based DD hybrid precoding algorithm with TPSAS structure for FD-MIMO systems [J]. IEEE Wireless Communications Letters, vol. 13, no. 2, pp. 357-361, 2024. JCR1區, SCI: 001167560000043

[28] Aiyi Zhang, Fulai Liu, Ruiyan Du. Adaptive weighted robust data recovery with total variation for hyperspectral image [J]. Signal Processing, 2024. JCR2區,SCI: 001111760600001.

[29]Ruiyan Du, Huajing Liu, Tiangui Li, Fulai Liu. High energy efficiency dynamic connected hybrid precoding for mmWave massive MIMO systems [J]. China Communications, vol. 21, no. 5, pp. 36-44, 2024. JCR2區,SCI: 001196261700001

[30] Ruiyan Du, Xiaodan Chen, Guangyu Meng, Liwen Feng, Yajie Gao, Fulai Liu. CQCNN-SV algorithm for wideband space-time adaptive processing [J]. Multidimensional Systems and Signal Processing, vol. 35, no. 2, pp. 139-154, 2024. JCR2區,SCI: 001302311100001

[31]Ruiyan Du, Huajing Liu, Fulai Liu, Dan Li. HP-SFC Algorithm for MmWave Massive MIMO Hybrid Precoding Systems [J]. Wireless Personal Communications, 2024. JCR3區.

[32]Fulai Liu, Lijie Zhang, Xianghuan Yang, Tiangui Li, Ruiyan Du. DL-based energy-efficient hybrid precoding for mmWave massive MIMO systems [J]. IEEE Transactions on Vehicular Technology, vol. 72, no. 5, pp. 6103-6112, 2023. JCR1區，SCI: 000991849700044

[33] Baozhu Shi, Fulai Liu, Ruiyan Du. A MCUR-TS hybrid precoding and combining algorithm for MIMO-OFDM systems [J]. IEEE Transactions on Wireless Communications, vol. 23, no. 6, pp. 5488-5502, 2023. JCR1區, SCI: 001247163400050

[34]Baozhu Shi, Fulai Liu, Ruiyan Du. JCNN-based DD hybrid precoding algorithm with TPSAS structure for FD-MIMO systems [J]. IEEE Wireless Communications Letters, vol. 13, no. 2, pp. 357-361, 2023. JCR1區，SCI: 001167560000043

[35]Fulai Liu, Dan Li, Yuchen Wu, Lijie Wu. AFC-CE hybrid precoding for energy-efficient mmWave MIMO systems [J]. IEEE Communication Letters, vol. 27, no. 2, pp. 595-599, 2023. JCR2區,SCI:000967213600001

[36] Aiyi Zhang, Fulai Liu, Ruiyan Du. Probability-weighted tensor robust PCA with CP decomposition for hyperspectral image restoration [J]. Signal Processing, vol. 209, 2023. JCR2區,SCI:000988736000001

[37]Ruiyan Du, Huajing Liu, Tiangui Li, Fulai Liu. High energy efficiency dynamic connected hybrid precoding for mmWave massive MIMO systems [J]. China Communications, vol. 21, no.5, pp. 36-44, 2023. JCR2區,SCI: 001196261700001

[38] Ruiyan Du, Shiyi Wang, Fulai Liu, Huifang Wang, Yahui Ji. Broad learning system-based detector for OFDM with index modulation [J]. IEEE Communication Letters, vol. 27, no. 1, pp. 224-228, 2023. JCR2區,SCI: 000965879400001

[39]Ruiyan Du, Tiangui Li, Xiaoyu Li, Fulai Liu. CNN-DPC algorithm for hybrid precoding in millimeter-wave massive MIMO systems [J]. Wireless Networks, vol. 29, no.6, pp. 2447-2456, 2023. JCR2區,SCI: 000965047200004

[40]Fulai Liu, Dongbao Qin, Shuo Yang, Ruiyan Du. WS-ICNN algorithm for robust adaptive beamforming [J]. Wireless Networks, vol. 30, no. 6, pp. 5201–5210 2023. JCR3區, SCI:000932717600002

[41]Ruiyan Du, Xiaodan Chen, Hao Qin, Fulai Liu.CDCNN-CMR-SV algorithm for robust adaptive wideband beamforming [J]. Signal, Image and Video Processing, vol. 17, no. 5, pp. 2137-2143, 2023. JCR3區

[42] Ruiyan Du, Fulai Liu, Lijie Zhang, Yahui Ji, Jialiang Xu, Fan Gao. Modulation recognition based on denoising bidirectional recurrent neural Network [J]. Wireless Personal Communications, vol. 132, pp. 2437–2455, 2023. JCR3區,

[43]Ruiyan Du, Zhiqing Guan, Tian Feng, Fulai Liu. Hybrid TH precoding with subarray connection for multi-user mmWave MIMO systems [J]. Transaction on Emerging Telecommunications Technologies, vol. 34, no. 10, pp. e4831, 2023. JCR3區,SCI: 001033121900001

[44] Ruiyan Du, Tiangui Li, Long Li, Xinyue Lou, Zhuoyao Duan, Fulai Liu. DL-PC algorithm for partially-connected hybrid precoding in massive MIMO systems [J]. Physical Communication. vol. 61, 2023. JCR3區,SCI: 001089169300001

[45]Fulai Liu, Dongbao Qin, Xubin Li, Yufeng Du, Xiuquan Dou, Ruiyan Du. Robust adaptive beamforming via residual convolutional neural network [J]. International Journal of Microwave and Wireless Technologies, vol. 16, no. 6, pp.1024-1032, 2023. JCR4區,SCI: 001118365100001

[46]Yixin Xu, Fulai Liu, Zixuan Zhang. Uplink achievable rate analysis of massive MIMO systems in transmit-correlated Ricean fading environments [J], KSII Transactions on Internet and Information Systems, vol.17, no.1, pp. 261-279, 2023. JCR4區,SCI: 001007633700014

[47]Fulai Liu, Aiyi Zhang, Ruiyan Du, Jialiang Xu, Zhongyi Hu. HTR-CTO algorithm for wireless data recovery [J]. Information Sciences, vol. 587, pp. 515-534, 2022. JCR1區, SCI: 000796869000010

[48]Fulai Liu, Kai Tang, Zhibo Su, Ruiyan Du. LP-DSPE algorithm for coherently distributed sources angular parameters estimation [J]. IEEE Communications Letters, vol. 26, no. 1, pp. 79-83, 2022. JCR2區,SCI: 000739999500020

[49]Fulai Liu, Kai Tang, Xiaodan Chen, Ruiyan Du, Dongbao Qin. MST-ID algorithm for angular parameter estimation of incoherently distributed sources [J]. Circuits Systems and Signal Processing, vol. 41, no. 7, pp. 3798-3810, 2022. JCR3區,SCI: 000750531900001

[50]Fulai Liu, Kai Tang, Hao Qin, SIS-BAM algorithm for angular parameter estimation o 2-D incoherently distributed sources [J]. Wireless Personal Communications, vol. 128, no. 2, pp. 777-790, 2022. JCR3區,SCI: 000854707200005

[51]Fulai Liu, Jialiang Xu, Lijie Zhang, Ruiyan Du, Zhibo Su, Aiyi Zhang. DESNN algorithm for communication network intrusion detection [J]. Wireless Personal Communications, vol. 126, no. 2, pp. 1705-1720, 2022. JCR3區,SCI: 000829690600001

[52]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. JCR3區,SCI: 000737745100001

[53]Ruiyan Du, Huajing Liu, Zhiqing Guan, Fulai Liu. HP-SPC algorithm with dynamic partially connected structure for mmWave MIMO systems [J]. Transactions on Emerging Telecommunications Technologies, vol. 33, no. 7, 2022. JCR3區,SCI: 000762108300001

[54] Juan Sheng, Fulai Liu, Zixuan Zhang. TCVQ-SVM algorithm for narrowband spectrum sensing [J]. Physical communication. vol. 50, 2022. JCR3區,SCI: 000724114400004

[55]Fulai Liu, Xiaoyu Bai, Ruiyan Du, Huajing Liu. Adaptive hybrid precoding with high   energy efficiency for millimeter wave communication systems [J]. IEEE Systems Journal, vol. 16, no. 4, pp. 5164-5175, 2021. JCR2區,SCI: 000740099100001

[56]Fulai Liu, Lijie Zhang, Ruyan Du. Two-stage hybrid precoding for minimizing residuals using convolutional neural network [J]. IEEE Communications Letters, vol. 25, no. 12, pp. 3903-3907, 2021. JCR2區,SCI:000728924700034

[57]Fulai Liu, Yanshuo Zhang, Dan Li, Ruiyan Du. THP-UO algorithm for multi-user mmwave MIMO systems [J]. Wireless Personal Communications, vol. 3, pp. 1-14, 2021. JCR3區,SCI: 000627701100002

[58]Yixin Xu, Fulai Liu, Ruiyan Du, Zhenxing Sun, Pilot and data power allocation for spatially correlated massive MIMO systems with imperfect CSI, Physical Communication, vol. 48, pp. 1-8, 2021. JCR3區,SCI: 000704388300024

[59]Fulai Liu, Zixuan Zhang, Ruiyan Du. Frequency-angle spectrum hole detection with Taylor expansion based focusing transformation [J]. IEEE Transactions on Mobile Computing, vol. 19, no. 10, pp. 2330-2343,2020. JCR1區,SCI: 000566334600006

[60]Zixuan Zhang, Fulai Liu, Ruiyan Du, Xiaoyu Bai. SFIM detector based on joint-sparse index removol for MIMO-OFDM-CR system [J]. IEEE Communications Letters, vol. 24, no. 12, pp. 2746-2750, 2020. JCR2區,SCI: 000597750400020

[61] Xiaoyu Bai, Fulai Liu, Ruiyan Du. Hybrid TH precoding and combining with sub-   connected structure for mmWave systems [J]. IEEE Communications Letters, vol. 24, no.8, pp. 1821-1824, 2020. JCR2區,SCI:000559468100050，

[62]Fulai Liu, Xiaodong Kan, Xiaoyu Bai, et al. Hybrid precoding based on adaptive RF-chain-to-antenna connection for millimeter wave MIMO systems [J]. Physical Communication, vol. 39, 2020. JCR3區,SCI: 000518983400011

[63]Fulai Liu, Xiaoyu Bai, Ruiyan Du, Zhenxing Sun, Xiaodong Kan. Givens rotation based column-wise hybrid precoding for millimeter wave MIMO systems [J]. Digital Signal Processing, vol. 88, pp.130-137, 2019. JCR2區,  SCI: 000463310800011 

[64]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, vol. 93, pp. 102-114, 2019. JCR2區,  SCI: 000484646300009

[65]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. JCR1區,   SCI: 000438730200032

[66]Fulai Liu, Yifan Wu, Han Duan. SVR-CMT algorithm for null broadening and sidelobe control [J]. Progress in Electromagnetics Research, vol. 163, pp. 39-50, 2018. JCR2區,SCI: 000466982600004

[67]Fulai Liu, Ruiyan Du, Yajian Cheng, Zhenxing Sun. LP-W- ?∞-SVD algorithm for direction of arrival estimation [J].IEEE Sensors Journal, vol. 17, no. 2, pp. 428-433, 2017. JCR1區,SCI: 000391752800025

[68] Zixuan Zhang, Fulai Liu, Ruiyan Du, Caimei Huang, Juan Sheng. Trace-based sparsity order estimation with sparsely sampled random matrices [J]. IEEE Transactions on Communications, vol. 64, no. 11, pp. 4790-4799, 2016. JCR1區,SCI: 000388873800026 

[69]Fulai Liu, Ruiyan Du. LPWS algorithm for wideband spectrum sensing problem [J]. Wireless Personal Communications, vol. 91, no. 3, 1259-1270, 2016. JCR4區,SCI: 000388970900015

[70] Fulai Liu, Ruiyan Du, Junping Guo, Shouming Guo. P-GLRT algorithm for cooperative spectrum sensing [J]. Wireless Personal Communications, vol. 81, no. 3, pp.1079-1089, 2015. JCR3區,SCI: 000351670500010

[71]Fulai Liu, Guozhu Sun, Jinkuan Wang, and Ruiyan Du. Null broadening and sidelobe control algorithm via multi-parametric quadratic programming for robust adaptive beamforming [J]. Applied Computational Electromagnetics Society Journal, vol.29, no. 4, pp. 307-315, 2014. JCR4區,SCI: 000340228900006

[72]Fulai Liu, Jinkuan Wang, Changyin Sun, Ruiyan Du. Spatial differencing method for DOA estimation under the coexistence of both uncorrelated and coherent signals [J]. IEEE Transactions on Antennas and Propagation, vol. 60, no. 4, pp. 2052-2062, 2012. JCR1區,SCI:000302730500041

[73]Fulai Liu, Jinkuan Wang, Ruiyan Du. Unitary-JAFE algorithm for joint angle-frequency estimation based on Frame-Newton method [J]. Signal Processing, vol. 3, no. 90, pp. 809-820, 2010. JCR2區,SCI:000272433400007

部分專利清單

[1] 劉福來，索璐瑤，杜瑞燕，基于零階流形優化的RIS輔助XL-MIMO系統波束聚焦方法，申請號：2023112408684，申請日：2023.09.25.

[2]劉福來，張丹丹，杜瑞燕，張艾怡，高帆，徐嘉良，胡忠意，一種基于優先經驗重放的深度強化學習頻譜共享方法,專利號：ZL201910607372.3,授權公告日：2022.08.08.

[3]劉福來，徐嘉良，杜瑞燕，張艾怡，黃彩梅，胡忠意.一種基于動態進化粒子群屏蔽EMD的混合信號分離方法,專利號：ZL202010122642.4，授權公告日：2022.07.26.

[4]劉福來，胡忠意，杜瑞燕，張艾怡，黃彩梅，徐嘉良.一種基于LSTM網絡EMD端點效應抑制方法,專利號：ZL202010139218.0,授權公告日：2022.07.01.

[5]劉福來，張艾怡，杜瑞燕，張丹丹，徐嘉良，高帆，胡忠意，基于Hankel變換的無線傳感網高維數據補全方法,專利號：ZL201910737758.6,授權公告日：2022.03.03.

[6]劉福來，宋輝，杜瑞燕，楊佳琪，唐凱.一種基于空時二維稀疏陣列的導航抗干擾方法，專利號：ZL201910640581.8，授權公告日：2021.04.02.

[7]劉福來，闞曉東，杜瑞燕，白曉宇，劉華菁，一種基于模擬移相—開關級聯網絡的混合預編碼方法，專利號：ZL201910607373.8，授權公告日：2021.04.02.

[8]劉福來，成雅劍，杜瑞燕，基于互質陣列的寬帶信號DOA估計方法,專利號：ZL201610761636.7，授權公告日：2021.04.02.

[9]劉福來，張子選，杜瑞燕，黃彩梅，盛娟，張艾怡，孫振興，徐儀鑫，一種MIMO-OFDM系統頻-空二維譜空穴檢測方法，專利號：ZL201810768989.9，授權公告日：2020.12.15.

[10]劉福來，郭壽明，認知無線電中保證通信連續性的信道和功率聯合分配方法，專利號：ZL201210394839.9，授權公告日：2014.10.29.

專著與教材

[1]劉福來，杜瑞燕.陣列信號參數估計算法與優化，清華大學出版社，2021.07.01.

[2]劉福來，張子選，杜瑞燕.結構化壓縮感知理論及應用，清華大學出版社，2022.01.01.

[3]劉福來.毫米波通信系統混合預編碼理論與算法，西安電子科技大學出版社2022.04.01.

[4]劉福來,杜瑞燕. Matlab與無線電信號處理分析，西安電子科技大學出版社，2020.1.

[5]祝群喜，劉福來，李飛，胡曦等.大學計算機基礎，清華大學出版社，2022.

十、講授課程與教材

(1)數字信號處理，通信工程專業，授課對象：本科生

(2)Matlab與通信系統仿真，通信工程專業，授課對象：本科生

(3)Matlab與通信系統分析，通信工程專業，授課對象：碩士研究生

(4)高等工程數學， 通信工程專業，授課對象：博士研究生

十一、人才培養

已培養碩士研究43人，指導在讀碩士研究生25人；已培養博士研究生5人，指導在讀博士研究生4人。研究生就業單位包括華為技術有限公司（北京、上海、深圳）、國家電網、中興通訊股份有限公司、北京通廣龍電子科技有限公司、北京阿爾卡特朗訊、中國海信集團、中國電子科技集團公司第二十八研究所、紫金山實驗室等