Title :
Frequency hopping signals analysis based on image processing
Author :
Zhijin, Zhao ; Yao, Yao ; Jun-na, Shang
Author_Institution :
Sch. of Telecommun., Hangzhou Dianzi Univ., Hangzhou
Abstract :
An analysis method of frequency hopping (FH) signals based on image processing is proposed in this paper. Firstly the time-frequency spectrum of FH signals is obtained using short time Fourier transform (STFT), secondly the background noise in time-frequency spectrum is removed by contrast stretch, binarization operation and morphological operation, and then time-frequency resolution is improved by morphological thinning algorithm, lastly the parameters of FH signals such as hopping frequencies, hop timing, hop time and hop duration are estimated. Simulation results demonstrate the validity of this method.
Keywords :
Fourier transforms; estimation theory; frequency hop communication; image thinning; mathematical morphology; spectral analysis; time-frequency analysis; binarization operation; contrast stretch; frequency hopping signal; image processing; morphological operation; morphological thinning; short time Fourier transform; signal estimation; time-frequency spectrum; Background noise; Fourier transforms; Frequency estimation; Image analysis; Image processing; Morphological operations; Signal analysis; Signal processing; Signal resolution; Time frequency analysis; Frequency Hopping Communication; Image Processing; Parameter Estimation; Time-Frequency Analysis;
Conference_Titel :
Neural Networks and Signal Processing, 2008 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-2310-1
Electronic_ISBN :
978-1-4244-2311-8
DOI :
10.1109/ICNNSP.2008.4590413