DocumentCode :
2839459
Title :
Research on power spectrum estimation based on periodogram and burg algorithm
Author :
Li, Li ; He, Hong
Author_Institution :
Tianjin Key Lab. for Control Theor. & Applic. in Complicated Syst., Tianjin Univ. of Technol., Tianjin, China
Volume :
3
fYear :
2010
fDate :
22-24 Oct. 2010
Abstract :
With rapid development of modern intelligent traffic management, the measuring speed radar becomes an important device. Using Doppler principle, speed can be measured by obtaining frequency deviation signal of moving target. Traditional measuring speed method uses analog filter whose measuring accuracy is low and measuring speed is slow, so it´s difficult to meet the requirements of modern intelligent traffic management. Signal processing of speed radar generally use power spectrum estimation method. This paper focuses on classical period spectral estimation and modern spectral estimation based on Burg algorithm. By comparing various algorithms in computational complexity and resolution, Burg algorithm was used to signal processing finally. Experimental and simulation results indicated that digital signal processing system would meet system requirements for measurement accuracy.
Keywords :
Doppler radar; road traffic; road vehicle radar; velocity measurement; Burg algorithm; Doppler principle; intelligent traffic management; period spectral estimation; periodogram; power spectrum estimation; speed measurement; Accuracy; Algorithm design and analysis; Artificial neural networks; Burg algorithm; Doppler principle; Radar speed; periodogram spectral estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
Type :
conf
DOI :
10.1109/ICCASM.2010.5620736
Filename :
5620736
Link To Document :
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