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Blind Classification of Line-Coding Schemes Based on Characteristic Features

Title
Blind Classification of Line-Coding Schemes Based on Characteristic Features
Author
윤동원
Keywords
Blindness; classification algorithms; signal reconstruction; line coding; signal intelligence
Issue Date
2017-05
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation
IEEE ACCESS, v. 5, page. 9562-9567
Abstract
In modern defense technology, signal intelligence plays an important role in military operations as an intelligence source. Among its target signals, telemetry and telecommand signals can use line-coding schemes for their advantageous properties in the presentation of binary data of transmission systems. Therefore, in a non-cooperative context, blind classification of the line-coding scheme is the final crucial step in recovering target information from an unknown received signal. In this paper, we examine the characteristic features of line-coding schemes and then propose a simple blind classification algorithm for the schemes. We also analyze correct classification probabilities of the proposed algorithm in a noiseless and noisy environment through computer simulations. The proposed method can discern line-coding schemes, allowing reconstruction of the original information data.
URI
https://ieeexplore.ieee.org/document/7934310https://repository.hanyang.ac.kr/handle/20.500.11754/113959
ISSN
2169-3536
DOI
10.1109/ACCESS.2017.2708739
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > ELECTRONIC ENGINEERING(융합전자공학부) > Articles
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