北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2015, Vol. 38 ›› Issue (s1): 49-52,57.doi: 10.13190/j.jbupt.2015.s1.012

• 论文 • 上一篇    下一篇

采用Hilbert谱相关性的特定辐射源识别技术

张静文, 王方刚, 钟章队   

  1. 北京交通大学 轨道交通与安全国家重点实验室, 北京 100044
  • 收稿日期:2014-11-04 出版日期:2015-06-28 发布日期:2015-06-28
  • 作者简介:张静文(1990—), 女, 博士生, E-mail: 12111009@bjtu.edu.cn; 王方刚(1982—), 男, 副研究员.
  • 基金资助:

    中央高校基本科研业务费项目(2015JBM112, 2014YJS002)

Hilbert Spectrum Based Algorithm Employing Correlation Coefficient for Specific Emitter Identification

ZHANG Jing-wen, WANG Fang-gang, ZHONG Zhang-dui   

  1. State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing 100044, China
  • Received:2014-11-04 Online:2015-06-28 Published:2015-06-28

摘要:

在点对点场景下,提出了一种基于Hilbert谱的特定辐射源识别(SEI)算法. 该算法采用Hilbert谱相关性作为识别特征对辐射源进行分类. 进而研究中继场景中的识别问题,在此场景下,源辐射源的指纹特征将叠加中继的指纹特征,所提算法有效地推广至该场景并论证. 此外,还验证了算法在非高斯噪声、衰落等非理想信道条件下的识别性能. 仿真结果表明:该算法在点对点和中继场景下均具有良好的识别性能,在非理想的信道条件下具有较好的健壮性.

关键词: 特定辐射源识别, Hilbert-Huang变换, 中继通信

Abstract:

A Hilbert spectrum-based approach to specific emitter identification(SEI)was proposed in single-hop and relaying scenarios. The correlation coefficient measuring the similarity between Hilbert spectrums was employed as the identification feature. An identification problem was also in-depth explored for a relaying scenario, in which the fingerprint of different emitters can be impaired by the relay's fingerprints under non-ideal conditions, such as non-Gaussian noise and flat-fading channels. Extensive simulation demonstrates that the proposed approach can achieve a good identification performance in both single-hop and relaying scenarios, and shows robust against non-ideal channel conditions as well.

Key words: specific emitter identification, Hilbert-Huang transform, relay

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