Title :
Symbol Rate Estimation Using Cyclic Correlation and Haar Wavelet Transform
Author :
Gangcan Sun ; Jianping An ; Jie Yang ; Jing, Yang ; Zhijun Li
Author_Institution :
Dept. of Electron. Eng., Beijing Inst. of Technol., Beijing
Abstract :
To investigate the blind symbol rate estimation of any linear base-band digital modulation scheme with square root raised cosine filter, an algorithm based on cyclic correlation and Haar wavelet transform estimator is proposed. First we use FFT to estimate the bandwidth roughly. Then we set the sampling frequency and range scale of wavelet transform according to bandwidth. Using the signals filtered by wavelet transform, the weighted estimator [5] accuracy of the symbol rate is greatly improved under poor channel environment and little roll-off condition. Computer simulations show the proposed estimator work well under multi-path channel and Gaussian noise channel with SNR equals -5 dB, roll-off equals 0.1.
Keywords :
Haar transforms; blind source separation; estimation theory; multipath channels; wavelet transforms; Gaussian noise channel; Haar wavelet transform; blind symbol rate estimation; cyclic correlation; linear base-band digital modulation scheme; multipath channel; poor channel environment; sampling frequency; square root raised cosine filter; weighted estimator accuracy; Bandwidth; Computer simulation; Digital filters; Digital modulation; Frequency; Gaussian noise; Nonlinear filters; Sampling methods; Signal to noise ratio; Wavelet transforms;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.502