An Efficient Optimization Scheme for MIMO Antenna Decoupling Networks Using Space Mapping Techniques

被引:4
作者
Jiang, Fan [1 ,2 ]
Zhang, Zhen [1 ]
Cheng, Qingsha S. [1 ]
Shen, Shanpu [2 ]
Chiu, Chi-Yuk [2 ]
Murch, Ross [2 ,3 ]
机构
[1] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen 518055, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Hong Kong, Peoples R China
[3] Hong Kong Univ Sci & Technol, Inst Adv Study, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
MIMO communication; Antennas; Optimization; Computational modeling; Integrated circuit modeling; Scattering parameters; Feature extraction; MIMO antenna; optimization; space mapping (SM); SYSTEMS;
D O I
10.1109/JMMCT.2021.3078762
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The design of multiple input multiple output (MIMO) antennas using decoupling networks (DNs) often requires optimization and is computationally time consuming when using full electromagnetic solvers. To reduce the computational cost, the use of space mapping (SM) techniques in MIMO antenna design is proposed. Two approaches are considered for developing the necessary SM coarse model for MIMO antennas. The first is based on conventional DNs while the second uses a novel application of the internal multiport method (IMPM). Various parameter extraction (PE) techniques for SM techniques suitable for MIMO DN design are also developed. Two MIMO antennas are optimized to demonstrate the effectiveness and efficiency of the proposed schemes. Compared to conventional optimization, the proposed schemes improve the optimization speed by factors of approximately 20 and importantly, meeting the antenna design specifications for all examples.
引用
收藏
页码:56 / 61
页数:6
相关论文
共 23 条
  • [1] DECOUPLING AND DESCATTERING NETWORKS FOR ANTENNAS
    ANDERSEN, JB
    RASMUSSEN, HH
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1976, 24 (06) : 841 - 846
  • [2] Neural space-mapping optimization for EM-based design
    Bakr, MH
    Bandler, JW
    Ismail, MA
    Rayas-Sánchez, JE
    Zhang, QJ
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2000, 48 (12) : 2307 - 2315
  • [3] Bandler J. W., 1997, IEEE Transactions on Microwave Theory and Techniques, V45, P761, DOI 10.1109/22.575598
  • [4] Space mapping: The state of the art
    Bandler, JW
    Cheng, QSS
    Dakroury, SA
    Mohamed, AS
    Bakr, MH
    Madsen, K
    Sondergaard, J
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (01) : 337 - 361
  • [5] SPACE MAPPING TECHNIQUE FOR ELECTROMAGNETIC OPTIMIZATION
    BANDLER, JW
    BIERNACKI, RM
    CHEN, SH
    GROBELNY, PA
    HEMMERS, RH
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1994, 42 (12) : 2536 - 2544
  • [6] Electromagnetic optimization exploiting aggressive space mapping
    Bandler, JW
    Biernacki, RM
    Chen, SH
    Hemmers, RH
    Madsen, K
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1995, 43 (12) : 2874 - 2882
  • [7] Implicit space mapping optimization exploiting preassigned parameters
    Bandler, JW
    Cheng, QS
    Nikolova, NK
    Ismail, MA
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (01) : 378 - 385
  • [8] A Decoupling Technique for Increasing the Port Isolation Between Two Strongly Coupled Antennas
    Chen, Shin-Chang
    Wang, Yu-Shin
    Chun, Shyh-Jong
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2008, 56 (12) : 3650 - 3658
  • [9] A Novel Dual-Band Decoupling and Matching Technique for Asymmetric Antenna Arrays
    Cheng, Yi-Feng
    Cheng, Kwok-Keung M.
    [J]. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2018, 66 (05) : 2080 - 2089
  • [10] A new design technique of magnetic systems using space mapping algorithm
    Choi, HS
    Kim, DH
    Park, IH
    Hahn, SY
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2001, 37 (05) : 3627 - 3630