High-Resolution Frequency Estimation Using Generalized Coprime Sampling

被引:1
|
作者
Qin, Si [1 ]
Zhang, Yimin D. [1 ]
Amin, Moeness G. [1 ]
机构
[1] Villanova Univ, Ctr Adv Commun, Villanova, PA 19085 USA
关键词
Coprime sampling; sparse sampling; super resolution; spectrum estimation;
D O I
10.1117/12.2178341
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 coprime sampling scheme allows signal frequency estimation through two sub-Nyquist samplers where the down-sampling rates M and N are coprime integers. By considering the difference set of this pair of O(M +N) physical samples, O(MN) consecutive virtual samples can be generated. In this paper, a generalized coprime sampling technique is proposed by using O(M +pN) samples to generate O(pMN) virtual samples, where p is an integer argument. As such, the existing coprime sampling techniques are represented as a special case of a much broader and generalized scheme. The analytical expressions of the number of virtual samples, frequency resolution and the corresponding latency time are derived. The effectiveness of the proposed technique is verified using simulation results.
引用
收藏
页数:7
相关论文
共 50 条
  • [11] A High-Resolution and Low-Complexity DOA Estimation Method with Unfolded Coprime Linear Arrays
    He, Wei
    Yang, Xiao
    Wang, Yide
    SENSORS, 2020, 20 (01)
  • [12] Broadband high-resolution direction of arrival estimation using the generalized weighted Radon transform
    Lu, Mingyang
    Sun, Dajun
    Gulliver, T. Aaron
    Lv, Yunfei
    Mei, Jidan
    FRONTIERS IN MARINE SCIENCE, 2024, 10
  • [13] GENERALIZED COPRIME SAMPLING OF TOEPLITZ MATRICES
    Qin, Si
    Zhang, Yimin D.
    Amin, Moeness G.
    Zoubir, Abdelhak
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 4468 - 4472
  • [14] Generalized Spatial-Temporal Coprime Sampling for Joint DOA and Doppler Estimation
    Shi, Wanxin
    He, Qian
    Wu, Huanhuan
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [15] High-Resolution Optical Sampling
    Sunnerud, Henrik
    2009 IEEE LEOS ANNUAL MEETING CONFERENCE PROCEEDINGS, VOLS 1AND 2, 2009, : 137 - 138
  • [16] High-resolution spectroscopy using a frequency magnifier
    Okawachi, Yoshitomo
    Salem, Reza
    Foster, Mark A.
    Turner-Foster, Amy C.
    Lipson, Michal
    Gaeta, Alexander L.
    OPTICS EXPRESS, 2009, 17 (07): : 5691 - 5697
  • [17] Power spectrum estimation from high-resolution maps by Gibbs sampling
    Eriksen, HK
    O'Dwyer, IJ
    Jewell, JB
    Wandelt, BD
    Larson, DL
    Górski, KM
    Levin, S
    Banday, AJ
    Lilje, PB
    ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2004, 155 (02): : 227 - 241
  • [18] Vernier frequency sampling - a new approach for broadband high-resolution spectroscopy
    Mussio, L.
    Hardy, B.
    Raybaut, M.
    Godard, A.
    Mohamed, A. K.
    Lefebvre, M.
    2010 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO) AND QUANTUM ELECTRONICS AND LASER SCIENCE CONFERENCE (QELS), 2010,
  • [19] High-resolution peak demand estimation using generalized additive models and deep neural networks
    Berrisch, Jonathan
    Narajewski, Michal
    Ziel, Florian
    ENERGY AND AI, 2023, 13
  • [20] Multi-rate coprime sampling for frequency estimation with increased degrees of freedom
    Fu, Zhe
    Charge, Pascal
    Wang, Yide
    SIGNAL PROCESSING, 2020, 166