Modified Algorithm of Sinusoid Signal Frequency Estimation Based on Quinn and Aboutanios Iterative Algorithms

被引:0
|
作者
Yue, Gao [1 ]
Xiong, Zhang [1 ]
Jun, Song [1 ]
机构
[1] Nanjing Forestry Univ, Nanjing 210037, Jiangsu, Peoples R China
关键词
parameter estimation; iterative algorithm; sinusoid signal; frequency estimation; DFT;
D O I
暂无
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 estimating the frequency of a complex signal is considered. Through analyzing the performance of the Quinn algorithm and Aboutanios iterative algorithm, when the frequency of signal is located in the central region of two neighboring quantized frequency in discrete Fourier transform (DFT), Quinn algorithm's precision is very high and its root-mean-square error (RMSE) is close to Cramer-Rao bound (CRB). Meanwhile, the variance of frequency estimated by the Aboutanios iterative algorithm is big. However, when the frequency is located in the vicinity of quantitative frequency point, the Quinn algorithm's accuracy is poor and Aboutanios iterative algorithm has high precision. In this paper, through combining the advantages of two kinds of algorithms and obtaining the correct interpolation direction by spectral shift in the vicinity of quantitative frequency point, there is a new comprehensive algorithm which has better computational efficiency and its RMSE is close to the CRB in the entire frequency estimation range.
引用
收藏
页码:232 / 235
页数:4
相关论文
共 50 条
  • [21] Frequency estimation of discrete time signals based on fast iterative algorithm
    Pan, Xinyu
    Zhao, Heming
    Zou, Wei
    Zhou, Yan
    Ma, Jieming
    Wang, Jian
    Hu, Fuyuan
    [J]. MEASUREMENT, 2016, 82 : 461 - 465
  • [22] An iterative algorithm for single-frequency estimation
    Brown, T
    Wang, MM
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (11) : 2671 - 2682
  • [23] A Simple Iterative Carrier Frequency Estimation Algorithm
    Xu, Hua
    Zhang, Dongmei
    [J]. NSWCTC 2009: INTERNATIONAL CONFERENCE ON NETWORKS SECURITY, WIRELESS COMMUNICATIONS AND TRUSTED COMPUTING, VOL 1, PROCEEDINGS, 2009, : 724 - +
  • [24] Spectral Symmetry Iterative frequency estimation algorithm
    Tsui, Jeffrey
    Reisenfeld, Sam
    [J]. 2005 IEEE/SP 13th Workshop on Statistical Signal Processing (SSP), Vols 1 and 2, 2005, : 203 - 206
  • [25] Periodic signal modeling using the gradient-based iterative estimation algorithm
    Li Xiangli
    Zhou Lincheng
    Pan Feng
    Ding Ruifeng
    [J]. PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 1926 - 1931
  • [26] Flexible and Accurate Frequency Estimation for Complex Sinusoid Signal by Interpolation Using DFT Samples
    Xiang Jinzhi
    Cui Wei
    Shen Qing
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2018, 27 (01) : 109 - 114
  • [27] Flexible and Accurate Frequency Estimation for Complex Sinusoid Signal by Interpolation Using DFT Samples
    XIANG Jinzhi
    CUI Wei
    SHEN Qing
    [J]. Chinese Journal of Electronics, 2018, 27 (01) : 109 - 114
  • [28] Real-to-complex-transformation frequency estimation algorithm based on iterative interpolation
    Chen, Peng
    Tu, Yaqing
    Li, Ming
    Zhang, Haitao
    [J]. Zhendong yu Chongji/Journal of Vibration and Shock, 2019, 38 (18): : 35 - 39
  • [29] Wideband signal DOA estimation based on modified quantum genetic algorithm
    Liu, F
    Li, SQ
    Liang, M
    Hu, LZ
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2006, E89A (03) : 648 - 653
  • [30] Sinusoid Frequency Estimation Based on DFT and the Argument of the Sample Autocorrelation Function
    Fan, Lei
    Qi, Guoqing
    Zhang, Di
    [J]. 2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 4895 - 4898