频率估计的多段倍频正弦信号加权融合算法

doi:10.3969/j.issn.1001-2400.2012.06.019

Abstract

Abstract:

Based on weight-fusion of multi-section sinusoids with the known frequency-ratio (MS-Sinusoids-KFR), a frequency estimation algorithm is proposed. This algorithm aims at improving frequency estimation of the short sinusoid in a low signal-to-noise ratio (SNR), and extending the applicable range of the multi-signals fusion method. According to the known frequency-ratio, the frequency-ratio amend matrix is created to deal with the spectrum problems caused by the known frequency-ratio of the MS-Sinusoids-KFR. To make phases coherence and noise elimination, spectrums of the MS-Sinusoids-KFR are weight-fused by the weighted factor. Consequently, precise frequency estimation can be obtained through spectral peak searching for the weight-fusion spectrum. Simulation results show that compared with the present methods, the proposed algorithm works better in frequency estimation, noise immunity and universality.

Key words: frequency estimation, weight-fusion, multi-section sinusoids with the known frequency-ratio(MS-Sinusoids-KFR), noise cancellation

CLC Number:

TN957

XIAO Wei;TU Yaqing;LIU Liangbing;MO Zhengjun. Frequency estimation algorithm based on weight-fusion of multi-section sinusoids with the known frequency-ratio[J].J4, 2012, 39(6): 114-123.

References

［1］张永顺, 牛新亮, 赵国庆, 等. MIMO双基地雷达多目标角度-多普勒频率联合估计［J］. 西安电子科技大学学报, 2011, 38(1): 16-21.
Zhang Yongshun ，Niu Xinliang ，Zhao Guoqing, et al. Joint Estimation of Multi-targets Angles-Doppler Frequencies for the MIMO Bistatic Radar ［J］ . Journal of Xidian University, 2011, 38(1): 16-21.
［2］罗丰, 段沛沛, 吴顺君. 基于Burg算法的短序列谱估计研究［J］. 西安电子科技大学学报, 2005, 32(5): 724-728.
Luo Feng , Duan Peipei , Wu Shunjun . Research on Short Sequence Power Spectrum Estimates Based on the Burg Algorithm ［J］. Journal of Xidian University, 2005, 32(5): 724-728.
［3］ So H C, Chan F K W, Sun W. Subspace Approach for Fast and Accurate Single-tone Frequency Estimation ［J］. IEEE Trans on Signal Processing , 2011, 59(2): 827-831.
［4］ Vizireanu D N. A Simple and Precise Real-time Four Point Single Sinusoid Signals Instantaneous Frequency Estimation Method for Portable DSP Based Instrumentation ［J］ . Measurement , 2011, 44(2): 500-502.
［5］ Liu C , Skafidas E , Evans R . Capacity and Data Rate for Millimeter Wavelength Systems in a Short Range Package Radio Transceiver ［J］. IEEE Transactions on Wireless Communications, 2010, 9(3): 903-906.
［6］ Aleksandar I. Frequency Estimation Using Time Domain Methods Based on Robust Differential Operators ［C］//2010 IEEE 10th International Conference on Signal Processing (ICSP). Beijing: IEEE, 2010: 151-154.
［7］ Adanir T. Extremely Short Term Frequency Estimation (ESTFE) Algorithm for Underfrequency Protection ［J］. Electrical Power and Energy Systems, 2007, 29(4): 329-337.
［8］ Prioakis J G, Manolakis D G. Digital Signal Processing: Principle, Algorithms, and Application ［M］. New Jersey: Prentice Hall, 2006: 112-114.
［9］孟建 . 分段采样信号的相位关联技术［J］. 系统工程与电子技术, 2004, 26(12): 1784-1786.
Meng Jian. Phase Association Method of Multisection Sampled Data ［J］. Systems Engineering and Electronics, 2004, 26(12): 1784-1786.
［10］刘良兵 , 涂亚庆 , 张海涛 . 频率估计的一种多段同频等长信号融合算法［J］. 系统仿真学报, 2009, 21(1): 194-198.
Liu Liangbing, Tu Yaqing, Zhang Haitao. Fusion Algorithm for Frequency Estimation of Multi-section Signals with Same Frequency and Length［J］. Journal of System Simulation, 2009, 21(1): 194-198.
［11］ Assous S , Hopper C , Lovell M A, et al. Short Pulse Multi-frequency Phase-based Time Delay Estimation ［J］. Journal of the Acoustical Society of America, 2010, 127(1): 309-315.
［12］ Yang Qiufen , Gui Weihua, Hu Huosheng. A Novel Information Fusion Based FTT Algorithm for a Driver Fatigue Monitoring System ［J］. International Journal of Modelling, Identification and Control, 2010, 10(3): 230-237.
［13］ Xiang Xiuqiao, Shi Baochang. Weak Signal Detection Based on the Information Fusion and Chaotic Oscillator ［J］. Chaos, 2010, 20(1): 13-14.
［14］ Liu Zhiming, Liu Chengjun . Fusion of Color, Local Spatial and Global Frequency Information for Face Recognition ［J］ . Pattern Recognition, 2010, 43(8): 2882-2890.
［15］涂亚庆 , 刘良兵 . 频率估计的一种多段分频等长信号融合算法［J］. 电子学报 , 2008, 36(9): 1852-1856.
Tu Yaqing , Liu Liangbing . A Fusion Algorithm for Frequency Estimation of Multi-Section Signals with the Same Length and Known Frequency-Ratio［J］. Acta Electronica Sinica, 2008, 36(9): 1852-1856.
［16］ Wu Jianda, Huang Chengkai. An Engine Fault Diagnosis System Using Intake Manifold Pressure Signal and Wigner-Ville Distribution Technique ［J］. Expert Systems with Applications, 2011, 38(1): 536-544.
［17］ Felguera-Martin D , Gonzalez-Partida J T , Almorox-Gonzalez P , et al. Interferometric Inverse Synthetic Aperture Radar Experiment Using an Interferometric Linear Frequency Modulated Continuous Wavemillimetre-waveradar ［J］. Radar, Sonar& Navigation , IET , 2011, 5(1): 39-47.
［18］肖玮 , 涂亚庆 , 何丽 . DTFT频谱细化特性分析及其快速算法设计［J］. 电子与信息学报, 2011, 33(6): 1395-1401.
Xiao Wei , Tu Yaqing , He Li . Analysis of DTFT's Spectrum Zoom Character and Design of Its Fast Algorithm ［J］. Journal of Electronics & Information Technology, 2011, 33(6): 1395-1401.

[1]	ZHENG Chundi,LI Gang,CHEN Huihui,WANG Aiguo. Heart rate monitoring method via weighted reconstruction of the 2 ^nd harmonic signal using the 77GHz FMCW radar [J]. Journal of Xidian University, 2021, 48(2): 173-180.
[2]	SU Xiaofan,XIAO Rui,ZHU Mingzhe. Method for IF estimation of multicomponent FM signals [J]. Journal of Xidian University, 2019, 46(1): 51-56.
[3]	WU Jun;LIU Naian;SHEN Changlin;ZHANG Yanfei. Novel method for frequency hopping signals blind identification in the compressed domain [J]. J4, 2013, 40(6): 1-5+139.
[4]	ZHANG Yi;OUYANG Zhixin;DENG Yunkai;WANG Yu. New high performance non-data-aided frequency estimation and implementation of QPSK [J]. J4, 2013, 40(2): 187-193.
[5]	CUI Yanpeng;HU Jianwei;YANG Shaoquan;WANG Wei. Novel frequency estimation of MPSK signals in low SNR environment [J]. J4, 2011, 38(5): 90-94.
[6]	LIU Xiao-jun;LIU Cong-feng;LIAO Gui-sheng. Novel method for the narrow band signal frequency and angle estimation [J]. J4, 2010, 37(3): 481-486.
[7]	LI Xiao-jie;XU Lu-ping;ZHOU Xue-song. High accuracy complex sinusoid frequency estimator in low SNR environment [J]. J4, 2009, 36(6): 1010-1014+1020.
[8]	ZENG Cao;LIAO Gui-sheng;TAO Hai-hong;ZHANG Juan. Frequency and DOA estimation using snapshots nearby frequency spectrum peaks in the presence of unknown sensor gains and phases error [J]. J4, 2009, 36(2): 256-262.
[9]	NIE Wei-ke;FENG Da-zheng. Efficient method for two-dimensional frequency estimation [J]. J4, 2008, 35(3): 416-420.
[10]	XUAN Wei;XU Xin-sheng;WU Ying-zi. Whole-band ANC system with the FX structure based on wavelet packet decomposition [J]. J4, 2008, 35(2): 356-361.
[11]	WU Nan;FENG Da-zheng;LIU Bao-quan. A region growing phase unwrapping algorithm based on local frequency estimation for interferometric SAR [J]. J4, 2007, 34(1): 87-91.
[12]	JI Hong-bing;LI Lin;SHI Yin-shui. A parametric model based radar targets detection in the formation [J]. J4, 2006, 33(4): 514-519.

Frequency estimation algorithm based on weight-fusion of multi-section sinusoids with the known frequency-ratio

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 12

Metrics

Comments

Recommended 0