Separation of chaotic signal sum into components in the presence of noise

被引:18
|
作者
Andreyev, YV [1 ]
Dmitriev, AS
Efremova, EV
Anagnostopoulos, AN
机构
[1] Inst Radioengn & Elect, Moscow 101999, Russia
[2] Aristotle Univ Thessaloniki, Dept Phys, GR-54006 Thessaloniki, Greece
关键词
chaos; information theory; logistic map; signal cleaning; signal separation; synchronization;
D O I
10.1109/TCSI.2003.811017
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The problem of separation of an observed sum of chaotic signals into the individual components is considered in the presence of noise. A noise threshold is. found, above which high-quality separation is impossible. This effect is shown to be associated with the information content of chaotic signals and a theoretical estimate is given for the threshold. A method For signal separation is proposed, which uses iteration of the chaotic sources equations in reverse time. The method allows to approach the theoretical limit threshold.
引用
收藏
页码:613 / 618
页数:6
相关论文
共 50 条
  • [41] Controlling chimera and solitary states by additive noise in networks of chaotic maps
    Rybalova, Elena
    Schoell, Eckehard
    Strelkova, Galina
    JOURNAL OF DIFFERENCE EQUATIONS AND APPLICATIONS, 2023, 29 (9-12) : 909 - 930
  • [42] Application of chaotic noise reduction techniques to chaotic data trained by ANN
    Bhat, CCS
    Kaimal, MR
    Ramamohan, TR
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2001, 26 (5): : 485 - 494
  • [43] Effect of noise on coupled chaotic systems
    Roy, M
    Amritkar, RE
    PRAMANA-JOURNAL OF PHYSICS, 1997, 48 (01): : 271 - 285
  • [44] A signal detection method for harmonic signal submerged in chaotic background
    Sun, Xiaodong
    Shi, Yaowu
    Sun, Haixin
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS, 2007, : 488 - 492
  • [45] Application of chaotic noise reduction techniques to chaotic data trained by ANN
    C. Chandra Shekara Bhat
    M. R. Kaimal
    T. R. Ramamohan
    Sadhana, 2001, 26 : 485 - 494
  • [46] Common-Signal-Induced Synchronization in Semiconductor Lasers With Broadband Optical Noise Signal
    Suzuki N.
    Hida T.
    Tomiyama M.
    Uchida A.
    Yoshimura K.
    Arai K.
    Inubushi M.
    Uchida, Atsushi (auchida@mail.saitama-u.ac.jp), 1600, Institute of Electrical and Electronics Engineers Inc., United States (23):
  • [47] DESIGN OF A CONTINUOUS-TIME AUTONOMOUS CHAOTIC CIRCUIT AND APPLICATION OF SIGNAL MASKING
    Cavusoglu, Unal
    Uyaroglu, Yilmaz
    Pehlivan, Ihsan
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2014, 29 (01): : 79 - 87
  • [48] The autocorrelation function of the logistic map chaotic signal in relation with the statistical independence issue
    Macovei, Corina
    Vaduva, Alexandru
    Vlad, Adriana
    Badea, Bogdan
    2020 13TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS (COMM), 2020, : 25 - 30
  • [49] Noise Effects on Chaos in Chaotic Neuron Model
    Katada, Naofumi
    Nishimura, Haruhiko
    NATURAL COMPUTING, 2010, 2 : 209 - 217
  • [50] PREDICTION OF CHAOTIC TIME-SERIES WITH NOISE
    IKEGUCHI, T
    AIHARA, K
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1995, E78A (10) : 1291 - 1298