Frequency-Hopping Signal Network-Station Sorting Based on Maxout Network Model and Generative Method
Joint Authors
Guo, Ying
Li, Hongguang
Sui, Ping
Yu, Xinyong
Yang, Xin
Wang, Shaobo
Source
Mathematical Problems in Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-06-04
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
Automatic frequency-hopping (FH) signal network-station sorting is one of the most difficult and import problems in the field of electronic warfare, especially in a complex electromagnetic environment.
In this paper, an automatic and reliable network-station sorting method of FH signal with maxout network feature extraction and generative-based classification method is proposed.
Experiments on real FH data sets demonstrate that the proposed method not only outperforms the competitive feature extraction methods with a higher accuracy of FH signal network-station sorting but also has a better robustness against noise, especially Gaussian noise.
American Psychological Association (APA)
Li, Hongguang& Guo, Ying& Sui, Ping& Yu, Xinyong& Yang, Xin& Wang, Shaobo. 2019. Frequency-Hopping Signal Network-Station Sorting Based on Maxout Network Model and Generative Method. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-6.
https://search.emarefa.net/detail/BIM-1198022
Modern Language Association (MLA)
Li, Hongguang…[et al.]. Frequency-Hopping Signal Network-Station Sorting Based on Maxout Network Model and Generative Method. Mathematical Problems in Engineering No. 2019 (2019), pp.1-6.
https://search.emarefa.net/detail/BIM-1198022
American Medical Association (AMA)
Li, Hongguang& Guo, Ying& Sui, Ping& Yu, Xinyong& Yang, Xin& Wang, Shaobo. Frequency-Hopping Signal Network-Station Sorting Based on Maxout Network Model and Generative Method. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-6.
https://search.emarefa.net/detail/BIM-1198022
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1198022