Detection of weak pulse signal via stochastic resonance

被引:0
|
作者
Wang, Mingyang [1 ,2 ]
Zhou, Yiyu [1 ]
Han, Le [3 ]
Jiang, Wenli [1 ]
机构
[1] Natl Univ Def Technol, Changsha 410073, Peoples R China
[2] Air Force Inst Armament Res, Beijing 100085, Peoples R China
[3] Beijing Inst Tracking & Commun Technol, Beijing 100097, Peoples R China
关键词
weak pulse signal; stochastic resonance; MFD;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A novel nonlinear detector is proposed using a bistable stochastic resonance system which is constructed by langevin equation.The performance of the detector is analyzed, and the probability of detection(PD), the probability of false alarm(PFA) are deduced by the probability density function (p.d.f) of Fokker-Planck equation. We compared the performance of the proposed detector with that of matched filter detector(MFD),and showed the superiority of the proposed detector over MFD under low signal to noise ratio(SNR)(below -10dB).
引用
收藏
页码:1248 / +
页数:2
相关论文
共 50 条
  • [21] Application of optimal matching stochastic resonance to weak signal detection
    College of Mechatronics Engineering and Automation, National University of Defense Technology, Changsha 410073, China
    Zhendong Ceshi Yu Zhenduan, 2007, 4 (270-272):
  • [22] WEAK SIGNAL DETECTION BASED ON TWO DIMENSIONAL STOCHASTIC RESONANCE
    Barbini, Leonardo
    Cole, Matthew O. T.
    Hillis, Andrew J.
    du Bois, Jonathan L.
    2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2015, : 2147 - 2151
  • [23] Application of adaptive stochastic resonance algorithm in weak signal detection
    Wang, L.Y.
    Yin, C.-S.
    Cai, W.-S.
    Pan, Z.-X.
    Kao Teng Hsueh Hsiao Hua Heush Hsueh Pao/ Chemical Journal of Chinese Universities, 2001, 22 (05): : 762 - 763
  • [24] Novel compound multistable stochastic resonance weak signal detection
    Jiao, Shangbin
    Xue, Qiongjie
    Li, Na
    Gao, Rui
    Lv, Gang
    Wang, Yi
    Li, Yvjun
    ZEITSCHRIFT FUR NATURFORSCHUNG SECTION A-A JOURNAL OF PHYSICAL SCIENCES, 2024, 79 (04): : 329 - 344
  • [25] A method based on stochastic resonance for the detection of weak analytical signal
    Wu, XJ
    Guo, WM
    Cai, WS
    Shao, XG
    Pan, ZX
    TALANTA, 2003, 61 (06) : 863 - 869
  • [26] Detection of weak signal from strong noise by adaptive stochastic resonance
    Wu, LL
    Hui, GH
    Chen, YQ
    Liu, JG
    ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 1, 2005, : 286 - 290
  • [27] Effect of sample frequency on the weak signal detection performance of stochastic resonance
    Dai Xiaoming
    Han Qiushi
    Wang Hongjun
    Zhang Huaicun
    PROCEEDINGS OF THE FIFTH INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 AND 2, 2014, : 570 - 574
  • [28] NovelWoods-Saxon stochastic resonance system for weak signal detection*
    Zhou, Yong-Hui
    Xu, Xue-Mei
    Yin, Lin-Zi
    Ding, Yi-Peng
    Ding, Jia-Feng
    Sun, Ke-Hui
    CHINESE PHYSICS B, 2020, 29 (04)
  • [29] Application of Stochastic Resonance Technology in Underwater Acoustic Weak Signal Detection
    Ji Shu-Yao
    Yuan Fei
    Chen Ke-Yu
    Cheng En
    OCEANS 2016 - SHANGHAI, 2016,
  • [30] Weak vibration signal detection method for exponential stochastic resonance systems
    Zhang G.
    Cao L.
    He L.
    Yi T.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2019, 38 (09): : 53 - 61