DocumentCode :
3408315
Title :
Detection of DS-SS Signal Using Parallel Filter Banks and High-Order Cumulants
Author :
Liu, Tangxing ; Ji, Hongbing ; Luo, Junhui
Author_Institution :
Xidian Univ., Xian
fYear :
2007
fDate :
5-8 Aug. 2007
Firstpage :
2440
Lastpage :
2444
Abstract :
In the intercept of the non-cooperation communication, a new effective method based on the parallel filter banks and high-order cumulants is proposed in this paper. The filter banks split the input signal into many narrow frequency bands, which not only can completely descript unknown signals in the time-frequency domain, but improves the signal-to-noise ratio (SNR). Moreover, Gaussian noises can be suppressed by using the three-order cumulants, which can preserve more useful information and boost the detection performance. Because of merits of the parallel filter banks and high-order cumulants, the combined method is proposed to detect DS-SS signal in this paper. Then we obtain parameters by creating the feature matrix. The simulation indicates that it is effective for this technique to detect DS-SS signal and estimate the carrier frequency and the bandwidth under low SNR.
Keywords :
Gaussian noise; channel bank filters; code division multiple access; higher order statistics; signal detection; source separation; spread spectrum communication; time-frequency analysis; DS-SS signal detection; Gaussian noise suppression; bandwidth estimation; carrier frequency estimation; feature matrix; high-order cumulants; input signal splitting; noncooperation communication; parallel filter banks; signal-to-noise ratio; time-frequency domain descripting; unknown signal descripting; Automation; Filter bank; Frequency estimation; Frequency response; Gaussian noise; Mechatronics; Prototypes; Signal detection; Signal processing; Time frequency analysis; DS-SS Signal; Parallel Filter Banks; Three-Order Cumulants;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
Type :
conf
DOI :
10.1109/ICMA.2007.4303938
Filename :
4303938
Link To Document :
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