An Implementation Method of Sub-Nyquist Sampling for Spectrum-sparse Signals

被引:1
|
作者
Gai, Jianxin [1 ]
Li, Yang [1 ]
Dong, Kai [1 ]
机构
[1] Harbin Univ Sci & Technol, Higher Educ Key Lab Measuring & Control Technol &, Harbin, Peoples R China
来源
PROCEEDINGS OF 2016 SIXTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2016) | 2016年
关键词
Sparse signals; sub-Nyquist sampling; pseudo-ramdom sequence; recovery; RECONSTRUCTION;
D O I
10.1109/IMCCC.2016.77
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sub-Nyquist sampling based on Modulated Wideband Converter (MWC) as an innovative low rate sampling theory for sparse wideband signals draws much attention from researchers. However, the research in terms of implementation for this theory is far from satisfactory. In this paper, we present an implementation scheme for complete MWC sub-Nyquist sampling system. The proposed sampling system consists of two parts: a lower machine mainly designed by FPGA and four-quadrant analog multiplier, and an upper machine using computer. Lower machine is responsible for analog signal processing and sampling at a rate far below Nyquist rate, and the upper computer processes the acquired data and recovers the original signals. We exhibit experiment results from the designed system, especially provide waveforms of the pseudo-random sequences, mixed and filtered signals captured by oscilloscope. We give typical recovered results. Experimental results show that the proposed implementation method of MWC system can perfectly recover the original wideband signal from about 1/20 Nyquist rate data by MUSIC algorithm.
引用
收藏
页码:898 / 903
页数:6
相关论文
共 50 条
  • [1] A Novel Sub-Nyquist Sampling of Sparse Wideband Signals
    Lin, Chia-Hua
    Tsai, Shang-Ho
    Chuang, Gene C. H.
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 4628 - 4632
  • [2] Sub-Nyquist sampling of sparse and correlated signals in array processing
    Ahmed, Ali
    Shamshad, Fahad
    Hameed, Humera
    DIGITAL SIGNAL PROCESSING, 2023, 140
  • [3] SUB-NYQUIST 1 BIT SAMPLING SYSTEM FOR SPARSE MULTIBAND SIGNALS
    Fu, Ning
    Yang, Liu
    Zhang, Jingchao
    2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2014, : 736 - 740
  • [4] Sparsity Order Estimation for Sub-Nyquist Sampling and Recovery of Sparse Multiband Signals
    Lavrenko, Anastasia
    Roemer, Florian
    Del Galdo, Giovanni
    Thomae, Reiner S.
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 4907 - 4912
  • [5] From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals
    Mishali, Moshe
    Eldar, Yonina C.
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2010, 4 (02) : 375 - 391
  • [6] Cyclic spectrum reconstruction from sub-nyquist sampling with dual sparse constraint
    Chen, Xushan
    Yang, Jibin
    Zhang, Xiongwei
    Li, Jianfeng
    International Journal of Circuits, Systems and Signal Processing, 2017, 11 : 244 - 249
  • [7] SUB-NYQUIST SAMPLING OF OFDM SIGNALS FOR COGNITIVE RADIOS
    Zahavy, Tom
    Shayer, Oran
    Cohen, Deborah
    Tolmachev, Alex
    Eldar, Yonina C.
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [8] Acquisition of Multiband Signals with Minimum Sub-Nyquist Sampling
    Munoz-Ferreras, Jose-Maria
    Gomez-Garcia, Roberto
    Perez-Martinez, Felix
    2012 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS 2012), 2012, : 830 - 833
  • [9] Sub-Nyquist Sampling
    Mishali, Moshe
    Eldar, Yonina C.
    IEEE SIGNAL PROCESSING MAGAZINE, 2011, 28 (06) : 98 - 124
  • [10] Parametric Estimation of UWB Signals with sub-Nyquist Sampling
    Pistea, Ana-Maria
    Nicolaescu, Ioan
    Radoi, Emanuel
    Tuta, Leontin
    2015 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS), 2015,