A Fingerprint Extraction Method Based on I/Q Imbalance

被引:0
|
作者
Zhang M. [1 ]
Luo Z.-H. [2 ]
Huang J.-G. [2 ]
Sui C.-Y. [2 ]
Zhang Z.-X. [1 ]
机构
[1] The Fifth Institute of Telecommunications Science and Technology, Chengdu, 610020, Sichuan
[2] School of Information Science and Engineering, Chengdu University, Chengdu, 610106, Sichuan
来源
| 1600年 / Chinese Institute of Electronics卷 / 48期
关键词
Emitter recognition; Fingerprint characteristics; I/Q imbalance; SNR estimation;
D O I
10.3969/j.issn.0372-2112.2020.04.013
中图分类号
学科分类号
摘要
In view of the shortcomings of the existing method of identification of radiant sources, a novel feature extraction method based on I/Q mismatch is proposed, which can be detected, reproducible and invariable by using the I/Q mismatch fingerprint of the source.This method is a fingerprint feature extraction method based on signal space.It needs to estimate the signal-to-noise ratio of the signal.Through comprehensive consideration, the SNR estimation method based on eigenvalue decomposition is adopted.The experimental simulation results show that, under the same signal to noise ratio, the radio frequency fingerprint feature extraction method based on I/Q mismatch is superior to the dual spectrum and Hilbert-Huang transform signal feature extraction methods. © 2020, Chinese Institute of Electronics. All right reserved.
引用
收藏
页码:717 / 722
页数:5
相关论文
共 16 条
  • [1] Zhang M., Zhong Z.-F., Wang R.-B., Research on individual identification technology of communication radio, Acta Electronica Sinica, 37, 10, pp. 2125-2129, (2009)
  • [2] Tang B., Xu S.M., Wen N.-C., Research on individual identification technology of communication radio, Ship Electronic Engineering, 31, 4, pp. 15-17, (2011)
  • [3] Xu S.-H., Research on individual identification technology of communication emitter based on signal fingerprint, (2007)
  • [4] Xu D., Liu Z., Jiang W.-L., Feature extraction of amplifier "fingerprint" in narrow band signals: principle analysis and FM broadcasting experiments, Acta Electronica Sinica, 36, 5, pp. 927-932, (2008)
  • [5] Sun N., Fine features of radio station, (2010)
  • [6] Brik V., Banerjee S., Gruteser M., Et al., Wireless device identification with radiometric signatures, ACM International Conference on Mobile Computing and Networking, pp. 116-127, (2008)
  • [7] Valkama M., Renfors M., Koivunen V., Blind signal estimation in conjugate signal models with application to I/Q imbalance compensation, IEEE Signal Processing Letters, 12, 11, pp. 733-736, (2005)
  • [8] Song P., Gong F., Zhang H., Blind estimation algorithms for I/Q imbalance in direct down-conversion receivers, IEEE 88th Vehicular Technology Conference, (2018)
  • [9] Li Y.L., Li B.B., Liu M.Q., Radio transmitter fingerprint identification based on modified LS-EVD algorithm, IEEE International Conference on Signal Processing, pp. 1378-1381, (2010)
  • [10] Yang P., Peng G., Liu Z., A new blind signal to noise ratio estimation method based on eigenvalue analysis, Electronic Information Warfare Technology, 24, 3, pp. 5-10, (2009)