Implementing Direct RF Sampling at Sub-Nyquist Rate for Error Vector Magnitude Measurements

被引:0
|
作者
Lu, Xifeng [1 ,2 ]
Manurkar, Paritosh [1 ,2 ]
Gu, Dazhen [1 ]
Kuester, Daniel [1 ]
Horansky, Robert [1 ]
机构
[1] Natl Inst Stand & Technol, Commun Technol Lab, Boulder, CO 80303 USA
[2] Univ Colorado, Dept Phys, Boulder, CO 80309 USA
来源
2023 101ST ARFTG MICROWAVE MEASUREMENT CONFERENCE, ARFTG | 2023年
关键词
Sub-Nyquist sampling; EVM estimation; direct; RF sampling; undersampling; additive white Gaussian noise; demodulation; jitter;
D O I
10.1109/ARFTG57476.2023.10278716
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
We investigate an under-sampling method for error vector magnitude (EVM) measurements. The approach is to simulate the demodulation of the time-domain waveform with both conventional oversampling and sub-Nyquist sampling methods. The dominant increase in EVM from sub-Nyquist sampling compared to oversampling is due to noise aliased from higher-order Nyquist zones. Simulations quantify this behavior by comparing the additive white noise response of under- and over-sampling receivers. We also examined the jitter effects in the simulation and found that additive noise dominates the degradation in EVM changes for the root mean square (RMS) jitter no more than 1 ps. As the Nyquist rate becomes more and more difficult to reach in the high-frequency communication, the sub-Nyquist sampling method provides an alternative by use of a sophisticated yet agile digital processing algorithm.
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Data recovery with sub-Nyquist sampling: fundamental limit and a detection algorithm
    Luo, Xiqian
    Zhang, Zhaoyang
    FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2021, 22 (02) : 232 - 243
  • [42] Spectral Feature Detection With Sub-Nyquist Sampling for Wideband Spectrum Sensing
    Lagunas, Eva
    Najar, Montse
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (07) : 3978 - 3990
  • [43] Parameters Measurement of Multiple Exponentially Damped Sinusoids With Sub-Nyquist Sampling
    Huang, Guoxing
    Ni, An
    Lu, Weidang
    Peng, Hong
    Wang, Jingwen
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2021, 68 (07) : 2710 - 2714
  • [44] Polynomial Root Finding on Frequency Estimation with Sub-Nyquist Temporal Sampling
    石海杰
    桂志国
    张权
    Journal of Measurement Science and Instrumentation, 2011, 2 (04) : 349 - 352
  • [45] 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
  • [46] Wideband spectrum sensing based on advanced sub-Nyquist sampling structure
    Wang, Xue
    Chen, Qian
    Jia, Min
    Gu, Xuemai
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2022, 2022 (01)
  • [47] Wideband spectrum sensing based on advanced sub-Nyquist sampling structure
    Xue Wang
    Qian Chen
    Min Jia
    Xuemai Gu
    EURASIP Journal on Advances in Signal Processing, 2022
  • [48] Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach
    Cohen, Deborah
    Eldar, Yonina C.
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 62 (15) : 3897 - 3910
  • [49] Multiantenna-Assisted Wideband Spectrum Sensing Based on Sub-Nyquist Sampling
    Wang, Jilin
    Li, Qing
    Duan, Huiping
    Fang, Jun
    Ren, Zhi
    Li, Hongbin
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (04) : 795 - 799
  • [50] Sub-Nyquist Sampling of ECG Signals Based on the Extension of Variable Pulsewidth Model
    Huang, Guoxing
    Yang, Zeming
    Lu, Weidang
    Peng, Hong
    Wang, Jingwen
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71