一个紧的鼠-种族合器与波抑制为GSM应用程序:设计和实施使用人工神经网络
Salah I Yahya1,2, Saeed Roshani3, Mohammad Ami3
1Department of Communication and Computer Engineering, Cihan University-Erbil, Erbil 44001, Iraq.
Micromachines
|July 29, 2023
概括
一个新的紧的微条纹鼠标竞赛合器设计显着减少了超过82%的尺寸,使用新的分支和人工神经网络 (ANN) 来改进波抑制.
科学领域:
- 电气工程 电气工程
- 微波工程 微波工程
- 天线设计天线设计
背景情况:
- 由于长枝长度 (λ/4和3λ/4),传统的老鼠竞赛合器很大.
- 现有的设计往往缺乏有效的和声抑制,影响设备性能.
研究的目的:
- 设计和制造一个紧的微带鼠标竞赛合器,在950MHz运行.
- 为了显著减少鼠标竞赛合器的物理足迹.
- 为了增强和抑制能力.
主要方法:
- 建议新型紧分支 (三个短分支和一个超紧分支) 取代传统的λ/4和3λ/4分支.
- 整合了人工神经网络 (ANN) 与辐射基函数 (RBF) 网络以优化共振器性能.
- 模拟并制造了紧的微条纹鼠标竞赛合器设计.
主要成果:
- 与传统的合器结构相比,实现了超过82%的尺寸缩小.
- 成功地抑制了第二到第五波,提高了设备的性能.
- 证明了拟议的紧分支和ANN优化的有效性.
结论:
- 新型紧型微条纹鼠标赛车合器提供了显著的尺寸缩小,同时保持或提高性能.
- 将ANN与RBF网络集成为优化微波组件提供了一种有效的方法.
- 这种设计为需要小型化和高性能合器的应用提供了可行的解决方案.
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