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A Knowledge Reuse–Based Approach for Rapid Design of an Active Phased Array Antenna.

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Title: A Knowledge Reuse–Based Approach for Rapid Design of an Active Phased Array Antenna.
Authors: Wang, Yan1 (AUTHOR), Gu, Yucheng1 (AUTHOR) guyc010208@163.com, Xian, Pengcheng1 (AUTHOR), Xing, Zhaoyang2 (AUTHOR), Yan, Biaolin1 (AUTHOR), Xue, Song2 (AUTHOR), Wang, Zhihai3 (AUTHOR), Yu, Kunpeng3 (AUTHOR), Wu, Wenzhi3 (AUTHOR), Wang, Congsi4 (AUTHOR) congsiwang@163.com, Wang, Chien-Jen (AUTHOR) cjwang@mail.nutn.edu.tw
Source: International Journal of Antennas & Propagation. 4/13/2026, Vol. 2026, p1-20. 20p.
Subjects: Phased array antennas, Knowledge base, Design techniques, Multidisciplinary design optimization, Case-based reasoning, Expert systems, Knowledge management
Abstract: Active phased array antenna is a typical multidisciplinary, intensive knowledge‐based equipment, and the traditional "design–analysis–improvement–redesign" method has problems including low utilization of mature design resources and long design cycles, and it is difficult to meet the efficient design needs of antennas. Active phased array antenna has a mature architecture, with a large number of multidisciplinary parameters, engineering instances, and other knowledge, and the reuse of design‐related knowledge is high, and it is suitable for building a knowledge base to reasonably utilize the existing design knowledge. Through in‐depth analysis of the antenna's composition, multidisciplinary performance, and design steps, the antenna's design knowledge is classified into three types of knowledge: parameter, rule, and instance, and the active phased array antenna design knowledge base is constructed, and a hybrid reasoning method combining rule‐based reasoning and instance‐based reasoning is further proposed to carry out the rapid matching of antenna instances from the knowledge base, as well as the multidisciplinary adaptation of the antenna structure when oriented to the new index requirements. A hybrid reasoning method combining rule‐based reasoning and instance‐based reasoning is further proposed to perform fast matching of antenna instances from the knowledge base, as well as multidisciplinary retrofitting of the antenna structure when facing new index requirements, thus realizing the multidisciplinary active phased array antenna intelligent and fast design. [ABSTRACT FROM AUTHOR]
Copyright of International Journal of Antennas & Propagation is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Label: Title
  Group: Ti
  Data: A Knowledge Reuse–Based Approach for Rapid Design of an Active Phased Array Antenna.
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  Label: Authors
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  Data: <searchLink fieldCode="AR" term="%22Wang%2C+Yan%22">Wang, Yan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gu%2C+Yucheng%22">Gu, Yucheng</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> guyc010208@163.com</i><br /><searchLink fieldCode="AR" term="%22Xian%2C+Pengcheng%22">Xian, Pengcheng</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xing%2C+Zhaoyang%22">Xing, Zhaoyang</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yan%2C+Biaolin%22">Yan, Biaolin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xue%2C+Song%22">Xue, Song</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Zhihai%22">Wang, Zhihai</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Yu%2C+Kunpeng%22">Yu, Kunpeng</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wu%2C+Wenzhi%22">Wu, Wenzhi</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Congsi%22">Wang, Congsi</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> congsiwang@163.com</i><br /><searchLink fieldCode="AR" term="%22Wang%2C+Chien-Jen%22">Wang, Chien-Jen</searchLink> (AUTHOR)<i> cjwang@mail.nutn.edu.tw</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Antennas+%26+Propagation%22">International Journal of Antennas & Propagation</searchLink>. 4/13/2026, Vol. 2026, p1-20. 20p.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Phased+array+antennas%22">Phased array antennas</searchLink><br /><searchLink fieldCode="DE" term="%22Knowledge+base%22">Knowledge base</searchLink><br /><searchLink fieldCode="DE" term="%22Design+techniques%22">Design techniques</searchLink><br /><searchLink fieldCode="DE" term="%22Multidisciplinary+design+optimization%22">Multidisciplinary design optimization</searchLink><br /><searchLink fieldCode="DE" term="%22Case-based+reasoning%22">Case-based reasoning</searchLink><br /><searchLink fieldCode="DE" term="%22Expert+systems%22">Expert systems</searchLink><br /><searchLink fieldCode="DE" term="%22Knowledge+management%22">Knowledge management</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: Active phased array antenna is a typical multidisciplinary, intensive knowledge‐based equipment, and the traditional "design–analysis–improvement–redesign" method has problems including low utilization of mature design resources and long design cycles, and it is difficult to meet the efficient design needs of antennas. Active phased array antenna has a mature architecture, with a large number of multidisciplinary parameters, engineering instances, and other knowledge, and the reuse of design‐related knowledge is high, and it is suitable for building a knowledge base to reasonably utilize the existing design knowledge. Through in‐depth analysis of the antenna's composition, multidisciplinary performance, and design steps, the antenna's design knowledge is classified into three types of knowledge: parameter, rule, and instance, and the active phased array antenna design knowledge base is constructed, and a hybrid reasoning method combining rule‐based reasoning and instance‐based reasoning is further proposed to carry out the rapid matching of antenna instances from the knowledge base, as well as the multidisciplinary adaptation of the antenna structure when oriented to the new index requirements. A hybrid reasoning method combining rule‐based reasoning and instance‐based reasoning is further proposed to perform fast matching of antenna instances from the knowledge base, as well as multidisciplinary retrofitting of the antenna structure when facing new index requirements, thus realizing the multidisciplinary active phased array antenna intelligent and fast design. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of International Journal of Antennas & Propagation is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1155/ijap/8138828
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      – Code: eng
        Text: English
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        PageCount: 20
        StartPage: 1
    Subjects:
      – SubjectFull: Phased array antennas
        Type: general
      – SubjectFull: Knowledge base
        Type: general
      – SubjectFull: Design techniques
        Type: general
      – SubjectFull: Multidisciplinary design optimization
        Type: general
      – SubjectFull: Case-based reasoning
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      – SubjectFull: Expert systems
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      – SubjectFull: Knowledge management
        Type: general
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      – TitleFull: A Knowledge Reuse–Based Approach for Rapid Design of an Active Phased Array Antenna.
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              Text: 4/13/2026
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              Y: 2026
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