Piezoelectrics & Acoustooptics, Volume. 45, Issue 1, 158(2023)

Optimal Design of Dual-Band Power Divider Using Convolutional Neural Network

SUN Siyue, ZHOU Wenying, and LU Mai
Author Affiliations
  • [in Chinese]
  • show less
    References(13)

    [2] [2] ABDELRAHMAN B M,AHMED H N,NASHEDA I.A novel tri-band Wilkinson power divider for multiband wireless applications[J].IEEE Microwave & Wireless Components Letters,2017,27(10): 891-893.

    [3] [3] WANG X,SAKAGAMI I,MA Z,et al.Miniaturized dual-band Wilkinson power divider with self-compensationstructure[J].IEEE Transactions on Components Packaging & Manufacturing Technology,2015,5(3): 389-397.

    [4] [4] DARDEER O,ABOUELNAGA T,MOHRA A,et al.Compact UWB power divider,analysis and design[J].Journal of Electromagnetic Analysis & Applications,2017,9(2): 10-21.

    [5] [5] BHATTACHARYA A,ROY B,ISLAM M,et al.An UWB Monopole antenna with hexagonal patch structure designed using particle swarm optimization algorithm for wireless applications[C]//[S.l.]:2016 International Conference on Microelectronics,Computing and Communications (MicroCom),IEEE,2016.

    [7] [7] KHAJEH-KHALILI F,HONARVAR M A.A design of triple lines Wilkinson power divider for application in wireless communicationsystems[J].Journal of Electromagnetic Waves and Applications,2016,30(16): 2110-2124.

    [10] [10] STANKOVIC' Z ,OLC'AN D I,DONCˇOV N S,et al.Consensus deep neural networks for antenna design and optimization[J].IEEE Transactions on Antennas and Propagation,2021,70(7): 5015-5023.

    [11] [11] ZHOU W Y,MEI Z L,LU M,et al.Improved fully-connected neural network approach for decoupling microstrip antenna array design[J].Journal of Electromagnetic Waves and Applications,2022,36(14): 1996-2009.

    [12] [12] NAN J C,XIE H,GAO M M,et al.Design of UWB antenna based on improved deep belief network and extreme learning machine surrogate models[J].IEEE Access,2021,9: 126541-126549.

    [13] [13] XIAO L Y,SHAO W,JIN F L,et al.Inverse artificial neural network formultiobjective antenna design[J].IEEE Transactions on Antennas and Propagation,2021,69(10): 6651-6659.

    [14] [14] KIM J H,BANG J.Antenna impedance matching using deep learning[J].Sensors,2021,21(20): 6766-6775.

    [15] [15] ZKAYA U,SEYFI L,ZTRK A.Dimension optimization ofmulti-band microstrip antennas using deep learning methods[J].Pamukkale University Journal of Engineering Sciences,2021,27(2): 229-233.

    [17] [17] SARMAH K,SARMA K K.Design optimization of loop antenna using competitive learning ANN[C]//[S.l.]:2011 2nd National Conference on Emerging Trends and Applications in Computer Science,IEEE,2011.

    [18] [18] KRIZHEVSKY A,SUTSKEVER I,HINTON G E.ImageNet classification with deep convolutional neural networks[J].Communications of the ACM,2017,60(6): 84-90.

    Tools

    Get Citation

    Copy Citation Text

    SUN Siyue, ZHOU Wenying, LU Mai. Optimal Design of Dual-Band Power Divider Using Convolutional Neural Network[J]. Piezoelectrics & Acoustooptics, 2023, 45(1): 158

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Jun. 21, 2022

    Accepted: --

    Published Online: Apr. 7, 2023

    The Author Email:

    DOI:10.11977/j.issn.1004-2474.2023.01.030

    Topics