Best Papers
 Automatic Channel Coding Recognition Using Convolution-TKAN 


Vol. 50,  No. 4, pp. 603-610, Apr.  2025
10.7840/kics.2025.50.4.603


PDF Full-Text
  Abstract

Automatic channel coding recognition is a technology that automatically recognizes the channel coding type of the received signal in a wireless communication system, which contributes to improving the efficiency of data communication and smooth signal reception in non-cooperative communication situations where prior information is unknown. Recently, due to the development of deep learning technology, deep learning techniques have been utilized for automatic channel coding recognition. This paper proposes an automatic channel coding recognition technique based on Convolution-TKAN model. By simultaneously using a Convolution layer to extract local features and a TKAN layer to extract time-series features, it can efficiently learn various channel encoding methods. The proposed channel coding recognition technique improves the recognition accuracy by about 6% on average compared to common deep learning models such as CNN and GRU.

  Statistics
Cumulative Counts from November, 2022
Multiple requests among the same browser session are counted as one view. If you mouse over a chart, the values of data points will be shown.


  Related Articles
  Cite this article

[IEEE Style]

E. Cha and W. Lim, "Automatic Channel Coding Recognition Using Convolution-TKAN," The Journal of Korean Institute of Communications and Information Sciences, vol. 50, no. 4, pp. 603-610, 2025. DOI: 10.7840/kics.2025.50.4.603.

[ACM Style]

Eunjae Cha and Wansu Lim. 2025. Automatic Channel Coding Recognition Using Convolution-TKAN. The Journal of Korean Institute of Communications and Information Sciences, 50, 4, (2025), 603-610. DOI: 10.7840/kics.2025.50.4.603.

[KICS Style]

Eunjae Cha and Wansu Lim, "Automatic Channel Coding Recognition Using Convolution-TKAN," The Journal of Korean Institute of Communications and Information Sciences, vol. 50, no. 4, pp. 603-610, 4. 2025. (https://doi.org/10.7840/kics.2025.50.4.603)
Vol. 50, No. 4 Index

Search
(IN TITLE, AUTHOR, ABSTRACT,KEYWORDS)

Advanced Search ▼

POPULAR KEYWORDS
(TOP 10 KEYWORDS)

Recent Publications
(LAST 3 YEARS)






pISSN : 1226 - 4717
eISSN : 2287 - 3880