Laser & Optoelectronics Progress, Volume. 57, Issue 19, 190701(2020)

Satellite Multipath Signal Extraction Algorithm Based on Blind Source Separation

Changpeng Ji1, Qian Wen1、*, and Jiancong Huang2
Author Affiliations
  • 1School of Electronic and Information Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China
  • 2Liaoning Hanshi Machinery Manufacturing Co., Ltd., Fuxin, Liaoning 123000, China
  • show less
    References(25)

    [3] Behar V, Kabakchiev C, Rohling H. MVDR radar signal processing approach for jamming suppression in satellite navigation receivers. [C]∥11th International Radar Symposium, June 16-18, 2010, Vilnius, Lithuania. New York: IEEE, 1-4(2010).

    [4] Wang L, Gu X M. Blind recognition algorithm of telemetry, track and control signals of satellite based on negentropy-maximization[J]. Journal of Nanjing University of Science and Technology, 32, 777-781(2008).

    [5] Liu Z J, Liang Z C, Qiu L D et al. Algorithm of blind source separation for non-cooperative spacecraft communication signals with same carrier frequencies[J]. Spacecraft Engineering, 24, 20-26(2015).

    [6] Huang J D, Liao B, Chen B. Blind signal separation of unknown source number under the constraint based on uniform linear array. [C]∥Proceedings of the 2017 International Conference on Computational Science and Engineering (ICCSE 2017), July 20-21, 2017, Qingdao, China. Paris, France: Atlantis, 81, 1-8(2017).

    [7] Yang H, Zhang H, Zhang J et al. An anti-repeater-jamming approach based on blind source separation for the downlink of satellite communication systems[J]. International Journal of Satellite Communications and Networking, 37, 527-535(2019).

    [8] Zhao W, Chou S N, Yang S et al. Anti-jamming algorithm for spread spectrum communication using blind source separation[J]. Journal of Xidian University, 47, 73-79(2020).

    [9] Lü X D, Zhang H L, Liu Z S et al. Research on Co-channel base station interference suppression method of passive radar based on LTE signal[J]. Journal of Electronics & Information Technology, 41, 2123-2130(2019).

    [10] Zhang X, Li J H, Li X F et al. Blind source separation technology and its anti-interference application research for satellite communication[J]. Space Electronic Technology, 14, 34-40(2017).

    [11] Wang X, Huang Z T, Zhou Y Y et al. Approaches and applications of semi-blind signal extraction for communication signals based on constrained independent component analysis: the complex case[J]. Neurocomputing, 101, 204-216(2013).

    [13] Zhao X F, Li D J, Hu X. Multi-path clutter suppression in passive radar reference channel based on digital TV signal[J]. Journal of University of Chinese Academy of Sciences, 35, 529-535(2018).

    [14] Li J, Wu R B, Lu D et al. GPS multipath mitigation algorithm based on signal separation estimation theory[J]. Signal Processing, 27, 1884-1888(2011).

    [16] Wang H C, Zhang H, Lu W et al. Satellite communication interference suppression algorithm based on improved FKICA[J]. Journal of Military Communications Technology, 31, 21-24, 34(2010).

    [17] Lin H, Zhang X F, Tang J J et al. Blind source separation algorithm for TT & C signals of satellite based on maximum signal noise ratio[J]. Computer Simulation, 28, 90-93(2011).

    [18] Feng L J, Zhao C H, Huang B. A slow independent component analysis algorithm for time series feature extraction with the concurrent consideration of high-order statistic and slowness[J]. Journal of Process Control, 84, 1-12(2019).

    [19] Kang F, Yang F R, Yang J. A low-complexity permutation alignment method for frequency-domain blind source separation[J]. Speech Communication, 115, 88-94(2019).

    [20] Riaz A, Shi X Y, Kondoz A. Adaptive blind moving source separation based on intensity vector statistics[J]. Speech Communication, 113, 1-14(2019).

    [22] Luo Z Q. Research on key technologies of blind source separation in wireless communications[D]. Chengdu: University of Electronic Science and Technology of China(2016).

    [24] Hyvärinen A, Oja E. Independent component analysis: algorithms and applications[J]. Neural Networks, 13, 411-430(2000).

    [25] Liao X B. Research on GNSS anti-jamming technology based on mixed signals separable mechanism[D]. Chengdu: University of Electronic Science and Technology of China(2015).

    Tools

    Get Citation

    Copy Citation Text

    Changpeng Ji, Qian Wen, Jiancong Huang. Satellite Multipath Signal Extraction Algorithm Based on Blind Source Separation[J]. Laser & Optoelectronics Progress, 2020, 57(19): 190701

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Fourier Optics and Signal Processing

    Received: Dec. 24, 2019

    Accepted: Feb. 14, 2020

    Published Online: Sep. 23, 2020

    The Author Email: Wen Qian (2326794091@qq.com)

    DOI:10.3788/LOP57.190701

    Topics