期刊
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
卷 70, 期 8, 页码 6388-6400出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TAP.2022.3145443
关键词
Substrates; Patch antennas; Optimization; Computational modeling; Textiles; Antenna measurements; Permittivity; Electrotextile; embroidery antennas; particle swarm optimization (PSO); patch antennas; surrogate model; wearable antennas
资金
- National Natural Science Foundation of China [62101016]
This article presents systematic modeling and optimization strategies for designing embroidery electrotextile patch antennas, aiming to improve both accuracy and efficiency. Material characterization, detailed modeling, stitch density study, and surrogate-based optimization are implemented to achieve the desired outcomes.
In this article, we present systematic modeling and optimization strategies for embroidery electrotextile patch antennas, including material characterization, detailed modeling, stitch density study, and surrogate-based optimization. A detailed full-wave model that accounts for the complex embroidery features is proposed, with the effects of stitch density analyzed and validated through measurements for both rectangular and E-shaped patch antennas. A textile tailored surrogate optimization technique is then implemented to accelerate the computationally expensive full-wave evaluation for the detailed full-wave model, saving almost an order of magnitude of the computation time compared with canonical optimization. The methodologies presented in this article provide a pathway for both improved accuracy and efficiency in designing embroidery electrotextile patch antennas.
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