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A New SVM-Based Modeling Method of Cabin Path Loss Prediction
Joint Authors
Wang, Qing
Hou, Chunping
Zhao, Xiaonan
Source
International Journal of Antennas and Propagation
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-05-19
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
A new modeling method of cabin path loss prediction based on support vector machine (SVM) is proposed in this paper.
The method is trained with the path loss values of measured points inside the cabin and can be used to predict the path loss values of the unmeasured points.
The experimental results demonstrate that our modeling method is more accurate than the curve fitting method.
This SVM-based path loss prediction method makes the prediction much easier and more accurate, which covers performance traditional methods in the channel propagation modeling.
American Psychological Association (APA)
Zhao, Xiaonan& Hou, Chunping& Wang, Qing. 2013. A New SVM-Based Modeling Method of Cabin Path Loss Prediction. International Journal of Antennas and Propagation،Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-459795
Modern Language Association (MLA)
Zhao, Xiaonan…[et al.]. A New SVM-Based Modeling Method of Cabin Path Loss Prediction. International Journal of Antennas and Propagation No. 2013 (2013), pp.1-7.
https://search.emarefa.net/detail/BIM-459795
American Medical Association (AMA)
Zhao, Xiaonan& Hou, Chunping& Wang, Qing. A New SVM-Based Modeling Method of Cabin Path Loss Prediction. International Journal of Antennas and Propagation. 2013. Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-459795
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-459795