Frequency Estimation Algorithm for FMCW Beat Signal Based on Spectral Refinement and Phase Angle Interpolation

被引:0
|
作者
Jia, Guoqing [1 ]
Cheng, Minglong [2 ]
Fang, Weidong [3 ,4 ,5 ]
Guo, Shanshan [1 ]
机构
[1] Qinghai Minzu Univ, Sch Intelligent Sci & Engn, Xining 810007, Peoples R China
[2] China Univ Min & Technol, Sch Comp Sci & Technol, Xuzhou 221116, Peoples R China
[3] Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Sci & Technol Microsyst Lab, Shanghai 201800, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[5] Shanghai Res & Dev Ctr Micronano Elect, Shanghai 200120, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 16期
关键词
beat signal; frequency estimation; spectral refinement; phase angle interpolation;
D O I
10.3390/app14167067
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The beat signal obtained from frequency-modulated continuous-wave (FMCW) radar is a waveform that is corrupted by noise and requires filtering out interference components for frequency calibration. Traditional FFT methods are affected by the fence effect and spectral leakage, leading to a reduction in frequency estimation accuracy. Therefore, an improved double-spectrum-line interpolation frequency estimation algorithm is proposed in this paper, utilizing spectral refinement and phase interpolation. Firstly, the post-FFT spectral signal is refined to narrow the frequency search range and enhance frequency resolution, thereby separating the noise signal. Then, a frequency deviation factor is defined based on the relationship between adjacent phase angles. Finally, the signal's phase angles are interpolated using the frequency deviation factor to estimate the frequency of the beat signal. Experimental results demonstrate that the proposed algorithm reduces the impact of quantization on the frequency distribution and increases the signal's noise resistance. The proposed algorithm has a higher accuracy and lower standard deviation compared to the recently proposed algorithm.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] A Method of Phase Estimation for Sinusoid Signal Based on Correlation Algorithm
    Chang Xiaoming
    Zhang Xiaolin
    Zhang Qiang
    INTERNATIONAL CONFERENCE ON SPACE INFORMATION TECHNOLOGY 2009, 2010, 7651
  • [32] ESTIMATION OF THE FUNDAMENTAL FREQUENCY OF THE SPEECH SIGNAL COMPRESSED BY G.723.1 ALGORITHM APPLYING PCC INTERPOLATION
    Milivojevic, Zoran N.
    Brodic, Darko
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2011, 62 (04): : 181 - 189
  • [33] Fundamental Frequency Estimation of the Speech Signal Compressed by MP3 Algorithm Using PCC Interpolation
    Milivojevic, Zoran N.
    Mirkovic, Milorad D.
    Milivojevic, Sladjana M.
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2010, 10 (01) : 18 - 22
  • [34] Broadband Phase Angle Calibration Device Based on Digital Sampling and DFT Interpolation Algorithm
    Jin, Haibin
    You, Li
    Hu, Zhiyuan
    Wu, Jing
    2014 XXXITH URSI GENERAL ASSEMBLY AND SCIENTIFIC SYMPOSIUM (URSI GASS), 2014,
  • [35] RFID indoor localization algorithm based on joint range/angle estimation of multi-frequency point phase
    Xie L.
    Li Y.
    Yang X.
    Zhu Z.
    Zhou M.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2022, 43 (07): : 112 - 122
  • [36] Normalized Autocorrelation Function Based Doppler Signal Frequency Estimation Algorithm
    Zhang, Xiongxing
    Wang, Wei
    Wang, Kening
    JOURNAL OF NANOELECTRONICS AND OPTOELECTRONICS, 2017, 12 (07) : 706 - 710
  • [37] The signal processing algorithm of automotive FMCW radars with an extended range of speed estimation
    Ivanov, S. I.
    Kuptsov, V. D.
    Fedotov, A. A.
    INTERNATIONAL CONFERENCE EMERGING TRENDS IN APPLIED AND COMPUTATIONAL PHYSICS 2019 (ETACP-2019), 2019, 1236
  • [38] Mixed Signal Detection and Carrier Frequency Estimation based on Spectral Coherent Features
    Li, Dong
    Zhang, Lin
    Liu, Zhiqiang
    Wu, Zhiqiang
    Zhang, Zhiping
    2016 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2016,
  • [39] A method of Carrier frequency estimation based on Spectral analysis of digital communication signal
    Sun, Xiaojie
    Feng, Quanyuan
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 8, 2010, : 67 - 70
  • [40] Spectral Symmetry Iterative frequency estimation algorithm
    Tsui, Jeffrey
    Reisenfeld, Sam
    2005 IEEE/SP 13th Workshop on Statistical Signal Processing (SSP), Vols 1 and 2, 2005, : 203 - 206