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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