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
  • [1] High-Resolution DOA Estimation Using Compressive Sensing with Deterministic Sensing Matrices and Compact Generalized Coprime Arrays
    El-Khamy, Said E.
    El-Shazly, Ahmed M.
    Eltrass, Ahmed S.
    2021 15TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP), 2021,
  • [2] A Compressive Sensing Based Computationally Efficient High-Resolution DOA Estimation of Wideband Signals Using Generalized Coprime Arrays
    El-Khamy, Said E.
    El-Shazly, Ahmed M.
    Eltrass, Ahmed S.
    WIRELESS PERSONAL COMMUNICATIONS, 2024, 134 (03) : 1571 - 1597
  • [3] A Compressive Sensing Based Computationally Efficient High-Resolution DOA Estimation of Wideband Signals Using Generalized Coprime Arrays
    Said E. El-Khamy
    Ahmed M. El-Shazly
    Ahmed S. Eltrass
    Wireless Personal Communications, 2024, 134 : 1571 - 1597
  • [4] Generalized Coprime Sampling of Toeplitz Matrices for Spectrum Estimation
    Qin, Si
    Zhang, Yimin D.
    Amin, Moeness G.
    Zoubir, Abdelhak M.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 65 (01) : 81 - 94
  • [5] HIGH-RESOLUTION DIRECTION-OF-ARRIVAL ESTIMATION IN SNR AND SNAPSHOT CHALLENGED SCENARIOS USING MULTI-FREQUENCY COPRIME ARRAYS
    Liu, Yang
    Buck, John R.
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 3434 - 3438
  • [6] High-resolution sampling aliasing frequency distribution
    Yang, Zhibo
    Cao, Jiahui
    Wu, Shuming
    Chen, Xuefeng
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 205
  • [7] A ROBUST APPROACH FOR HIGH-RESOLUTION FREQUENCY ESTIMATION
    SANG, GO
    KASHYAP, RL
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (03) : 627 - 643
  • [8] Aliased Frequency Estimation by Using Two Coprime Sub-Nyquist Sampling Rates
    Zhang, Wenxu
    Cui, Xinlei
    Zhao, Zhongkai
    Lu, Manjun
    Zhao, Xiaoqi
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71 (03) : 1516 - 1520
  • [9] High-resolution estimation of ranges using multiple-frequency CW radar
    Urazghildiiev, Ildar
    Ragnarsson, Rolf
    Rydberg, Anders
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2007, 8 (02) : 332 - 339
  • [10] Joint high-resolution fundamental frequency and order estimation
    Christensen, Mads Graesboll
    Jakobsson, Andreas
    Jensen, Soren Holdt
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2007, 15 (05): : 1635 - 1644