On Signal-to-Noise Ratio Estimation

被引:3
作者
Papic, Veljko [1 ]
Djurovic, Zeljko [1 ]
Kvascev, Goran [1 ]
Tadic, Predrag [1 ]
机构
[1] Univ Belgrade, Sch Elect Engn, Belgrade 11120, Serbia
来源
MELECON 2010: THE 15TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE | 2010年
关键词
D O I
10.1109/MELCON.2010.5476314
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
A new simple algorithm for estimating signal-tonoise ratio (SNR) for a signal consisting of one sinusoid in white Gaussian noise is proposed in this paper. Algorithm is based on autocorrelation and modified covariance methods for AR (Autoregressive) spectral estimation. The validity of the algorithm is examined by comparing its SNR estimate with SNR estimate obtained by sinusoid magnitude estimation using Pisarenko harmonic decomposition method and noise variance estimation using modified covariance method. By a large number of simulations this algorithm has proven itself as a comparably precise even in case of significantly noise-contaminated sinusoidal signal.
引用
收藏
页码:160 / 165
页数:6
相关论文
共 11 条
  • [1] GERNANDER U, 1958, TOEPLITZ FORMS THEIR
  • [2] Kay S. M., 1988, Modern spectral estimation: theory and application
  • [3] Kumaresan R., 1982, THESIS U RHODE ISLAN
  • [4] Convergence properties of the Nelder-Mead simplex method in low dimensions
    Lagarias, JC
    Reeds, JA
    Wright, MH
    Wright, PE
    [J]. SIAM JOURNAL ON OPTIMIZATION, 1998, 9 (01) : 112 - 147
  • [5] LUI KWK, 2007, P 2007 EUR SIGN PROC, P956
  • [6] Marple Jr S. L., 1987, Digital Spectral Analysis With Applications
  • [7] Adaptive Doppler-Kalman filter for radar systems
    Papic, V. D.
    Djurovic, Z. M.
    Kovacevic, B. D.
    [J]. IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 2006, 153 (03): : 379 - 387
  • [8] PAPIC VD, 2001, THESIS U BELGRADE SE
  • [9] RETRIEVAL OF HARMONICS FROM A COVARIANCE FUNCTION
    PISARENKO, VF
    [J]. GEOPHYSICAL JOURNAL OF THE ROYAL ASTRONOMICAL SOCIETY, 1973, 33 (03): : 347 - 366
  • [10] Stoica P., 2005, Spectral analysis of signals, V452