[1] 201709-202106 厦门大学 博士研究生

基于数据驱动的多重天线阵列 综合任务协同优化算法研究

基于迭代FFT和群体智能的大型超宽带宽角扫描非均匀相控阵综合算法研究

大型超宽带非均匀平面相控阵布局技术研究

期刊论文

1、F. Liu, D. Chen, C. Zhang, P. Wen and Y. Liu, “Synthesis of uniform amplitude rotated linear aperiodic arrays including mutual coupling by refined element position/rotation optimization,”IEEE Antennas and Wireless Propagation Letters, 24(8):2477-2481, Aug. 2025. (SCI，JCR Q1)

2. F. Liu, Y. Liu, Y. Sun, S. Yang, and J. Hu, “Synthesis of large ultra-wideband sparse planar arrays by utilizing a cooperative coevolutionary iterative Fourier transform”, IEEE Antennas and Wireless Propagation Letters, vol. 22, no. 8, pp. 1833-1837, Aug. 2023. (SCI，JCR Q1)

3、F. Liu, Y. Liu, F. Han, Y. L. Ban, and Y. Jay Guo, "Synthesis of large unequally spaced planar array layouts by utilizing differential evolution with new encoding mechanism and Cauchy mutation," IEEE Transactions on Antennas and Propagation, vol. 68, no. 6, pp. 4406-4416, Jun. 2020. (SCI，JCR Q1)

4、F. Liu, Y. Liu, K. D. Xu, Y. L. Ban, Q. H. Liu, and Y. Jay Guo, "Synthesizing uniform amplitude sparse dipole arrays with shaped patterns by joint optimization of element positions, rotations and phases," IEEE Transactions on Antennas and Propagation, vol. 67, no. 9, pp. 6017-6028, Sep. 2019. (SCI，JCR Q1)

5、F. Liu, P. Wen, C. Zhang, L. Wang, K. D. Xu,“Synthesis of large ultra-wideband sparse circular planar arrays based on rotationally symmetric structure,”Electronics, 12(23), 4833, 2023.(SCI)

       6、B. Kong, Y. Li, P. Zhao, P.Wen, and F. Liu*,“Synthesis of maximally sparse conformal circular arc array with a required beam pattern by unitary matrix pencil method,”Digital Signal Processing, 156, 104771,2025.(SCI)

        7、D. Chen, F. Liu, X. Duan, and Y. Liu,“A dual-band multi-linear polarization reconfigurable antenna for body-centric wireless communication systems,”Sensors，25(12), 3630, 2025.(SCI)

        8、K. Chen, P. Wen, C. Wang, X. Huang, F. Liu, and K.D.Xu, “A dual-band bandpass filter based on hybrid ESPPs-SIW structure with ultra-wide upper stopband suppression,”Physica Scripta, 99(10), 105524. 2024.2024.(SCI)

        9、P. Wen, Y. Jiang, F. Liu, Z. Ma, Y. Wang, “Direct synthesis of continuously tunable wideband bandpass filtering attenuator with multiple transmission zeros,”IEEE Transactions on Circuits and Systems II: Express Briefs, 71(9): 4346-4350, Sep. 2024.(SCI)

       10、P. Wen, Y. Jiang, F. Liu, C. Wang, Z. Ma, Y. Wang,“Synthesis design of high-selectivity wideband balanced bandpass filter based on parallel coupled lines,”AEU-International Journal of Electronics and Communications, 176, 155159, 2024.(SCI)

        11、P. Wen,T.  Zhong, Y.  He, F. Liu, C. Zhang, F. Liu, Z. Ma, and S. Zhou,“Design of balanced diplexer based on hybrid microstrip and slotline transition structure with intrinsic CM suppression and wide stopband,”IEEE Transactions on Components, Packaging and Manufacturing Technology,Early Access,2025,doi:10.1109/TCPMT.2025.3592402.(SCI)

12、F. Liu，Y. Liu，C. Li，Q. Zhang，and N. Feng, "Synthesis of uniform amplitude sparse linear dipole arrays with multiple shaped‐beam patterns by sharing element rotations and positions," Microwave and Optical Technology Letters, vol. 64, no. 11, pp. 2067-2074, Nov. 2022. (SCI)

13、 P. Wu, Y. Liu, F. Liu, S. Yang, and J. Hu, "Synthesis of sparse array with sum and difference patterns under minimum element spacing control by alternating linear programming optimization," IEEE Antennas and Wireless Propagation Letters, vol. 20, no.6, pp. 1-5, 2021. (SCI，JCR Q1)

14、F. Liu, Y. Sun, Y. Liu, and T. Wu, "Artificial bee colony algorithm based on multiobjective and nondominated solution replacement mechanism for constrained optimization problems," Numerical Mathematics-Theory Methods and Applications, vol. 12, no. 3, pp. 797-823, Aug. 2019. (SCI)

15、F. Liu, Y. Sun, G. Wang, and T. Wu, "An artificial bee colony algorithm based on dynamic penalty and Lévy flight for constrained optimization problems," Arabian Journal for Science and Engineering, vol. 43, no. 12, pp. 7189–7208, Jan. 2018. (SCI)

16、F. Liu, L. Xu, Y. Sun and D. Han, "A proximal alternating direction method for multi-block coupled convex optimization," Journal of Industrial and Management Optimization, vol. 15, no. 2, pp. 1171-1197, Apr. 2019. (SCI)

17、Z. Wu, F. Liu, and M. Li, "A proximal Peaceman–Rachford splitting method for solving the multi-block separable convex minimization problems," International Journal of Computer Mathematics, vol. 96, no. 4, pp. 708-728, Nov. 2019. (SCI)

18、J. Wang, Y. Sun, and F. Liu, "An improved double-population artificial bee colony algorithm based on heterogeneous comprehensive learning," Soft Computing, vol. 22, no.19, pp. 6489-6514, 2018. (SCI)

国际会议论文

1、A. Li ,  Z. Liu , C. Qiu, C. Zhang , F. Liu*，“A novel antenna design method based on variational auto-encoder (VAE) surrogate Model", 2025 International Conference on Microwave and Millimeter Wave Technology (ICMMT), xian, China, 19-21 May 2025. 

      2、Z. Liu, A. Li, J. Wang, C. Zhang, F. Liu*, "Antenna design method based on three-stage fine-tuning transfer learning", 2025 International Conference on Microwave and Millimeter Wave Technology (ICMMT), xian, China, 19-21 May 2025. 

      3、A. Li, J. Liu, X. Zhang, Z. Liu, and  F. Liu*, “Linear array synthesis based on artificial neural network agent model with fast Fourier transform,”2024 International Conference on Microwave and Millimeter Wave Technology (ICMMT), Beijing, China, 16-19 May 2024. 

      4、Y. Liu, J. Luo, R. Hu, C. Zhang, P. Wen, and F. Liu*,“Continual backward-to-forward beam scanning periodic leaky-wave antenna based on substrate integrated waveguide,”2024 International Conference on Microwave and Millimeter Wave Technology (ICMMT)，Beijing, China, 16-19 May 2024.

      5、Z. Liu, Z. Li, Q. Li, and F. Liu*,“Synthesis of large thinned array with multiple shaped patterns using modified iterative FFT,”2023 IEEE 11th Asia-Pacific Conference on Antennas and Propagation (APCAP)，Guangzhou, China，22-24 November 2023.

6、 F. Liu，Z. Liu and P. Wen, "Synthesis of unequally spaced linear array with low sidelobe and null control by using state transition algorithm," 2022 IEEE 5th International Conference on Electronic Information and Communication Technology (ICEICT), Hefei, China, Aug. 2022. (EI)

7、 F. Liu, Y. Liu, Q. H. Liu, and Y. Jay Guo, "Synthesis of rotated sparse linear dipole array with shaped power pattern,"(invited paper) 2018 International Applied Computational Electromagnetics Society (ACES) Symposium, China, Aug. 2018. (EI)

8、 F. Liu, W. Zheng, L. Chen and Y. Liu, " Circular flat-top beam pattern synthesis of a rotated sparse planar dipole array with minimum element spacing constraint," 2020 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization, Hangzhou, China, Dec. 2020. (EI)

9、 Y. Liu, F. Liu, P. Qin and Y. Jay Guo, “Recent development in nonuniformly spaced array synthesis methods”, (invited paper) 2019 IEEE International Symposium on Phased Array Systems and Technology, Waltham, MA USA, 2019. (EI)

10、 W. Chen, Z. Liu, H. Zhou, F. Liu，and Y. Yu, "A radiation pattern reconfigurable low-profile Fabry-Perot antenna based on liquid metal," 2022 IEEE 5th International Conference on Electronic Information and Communication Technology (ICEICT), Hefei, China, Aug. 2022. (EI)

11、 Q. Luo, Y. Liu, F. Liu, Y. Ren, and Y. Jay Guo, "Fast synthesis algorithm for uniformly spaced circular array with low sidelobe pattern," 2018 International Applied Computational Electromagnetics Society (ACES) Symposium, China, Aug. 2018. (EI)

指导本科生

1、双创训练项目：声-电磁协同驱动的可编程智能超表面天线设计，负责人: 张扬，2025年

2、双创训练项目：基于扩散模型的极低采样率傅里叶单像素成像，负责人：谢光波，2024年

3、双创训练项目：基于修正拉普拉斯算子的光声显微成像数据域三维信息融合方法研究，负责人：刘国彬，2024年

4、双创训练项目：AI驱动的大规模稀疏阵列的高效综合技术研究，负责人：刘佳浩，2023年

5、科研训练项目：基于智能优化和自适应滤波的稀疏天线阵列设计，负责人：张扬，2024年

6、科研训练项目：基于新型编码机制的多目标智能优化实现大规模稀疏天线阵列设计，负责人：王圣元，2024年

7、科研训练项目：基于知识迁移的阵列综合算法研究，负责人：梁宇华，2023年

8、科研训练项目：数据与知识协同驱动的天线阵列优化设计方法研究，负责人：王子瑶，2023年

9、科研训练项目：面向旋转对称结构的大规模超宽带非均匀面阵布局技术研究，负责人：周卓, 2022年

10、科研训练项目：基于多任务优化的阵列综合一体化算法研究，负责人：黄俊，2022年