1090ES ADS-B Overlapped Signal Separation Research Based on Infomax Extension

Zhaoyue Zhang; Hongyan Guo; Yongfei Zhang; Jicheng Dong

Advanced Hybrid Information Processing. Second EAI International Conference, ADHIP 2018, Yiyang, China, October 5-6, 2018, Proceedings

Research Article

1090ES ADS-B Overlapped Signal Separation Research Based on Infomax Extension

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@INPROCEEDINGS{10.1007/978-3-030-19086-6_11,
    author={Zhaoyue Zhang and Hongyan Guo and Yongfei Zhang and Jicheng Dong},
    title={1090ES ADS-B Overlapped Signal Separation Research Based on Infomax Extension},
    proceedings={Advanced Hybrid Information Processing. Second EAI International Conference, ADHIP 2018, Yiyang, China, October 5-6, 2018, Proceedings},
    proceedings_a={ADHIP},
    year={2019},
    month={5},
    keywords={ADS-B Blind Source Separation Infomax extension},
    doi={10.1007/978-3-030-19086-6_11}
}

Zhaoyue Zhang
Hongyan Guo
Yongfei Zhang
Jicheng Dong
Year: 2019
1090ES ADS-B Overlapped Signal Separation Research Based on Infomax Extension
ADHIP
Springer
DOI: 10.1007/978-3-030-19086-6_11

Zhaoyue Zhang¹^,*, Hongyan Guo², Yongfei Zhang³, Jicheng Dong³

1: Civil Aviation University of China
2: Binzhou University
3: Harbin Engineering University

*Contact email: zy_zhang@cauc.edu.cn

Abstract

1090ES ADS-B is a new technology in civil aviation, mainly used to monitor dynamic condition of aircrafts and share the flight information. However, the ADS-B signals are often interfered with other overlapped signals during the signal transmission, causing signal overlap and bringing difficulties to signal processing afterwards. This article applies Blind Source Separation (BSS) into the separation process of ADS-B overlapped signals and constructs the ADS-B overlapped signal separation model using Infomax algorithm, in order to separate ADS-B overlapped signals into single-way ADS-B signals and improve signal decoding rate.

Keywords: ADS-B Blind Source Separation Infomax extension

Published: 2019-05-13
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-030-19086-6_11