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  • 标题:AN IMPROVED MODEL FOR SYMBOL RATE ESTIMATION BASED ON WAVELET TRANSFORM
  • 本地全文:下载
  • 作者:MINGWEI QIN ; TAO DAI ; WEI LIU
  • 期刊名称:Journal of Theoretical and Applied Information Technology
  • 印刷版ISSN:1992-8645
  • 电子版ISSN:1817-3195
  • 出版年度:2013
  • 卷号:51
  • 期号:1
  • 出版社:Journal of Theoretical and Applied
  • 摘要:In non-cooperative communication system, symbol rate is a crucial part of parameter estimation. Based on the wavelet transform, an improved symbol rate estimation model is proposed. Without a prior knowledge, we raised a better symbol rate pre-estimation method in view of corrected average periodogram’s smoothing power spectrum. By choosing the optimal wavelet scale and fast Fourier transform, we adopted a multi-synchronous reference algorithm to extract the symbol rate. Simulation demonstrates that the performance of accuracy and anti-noise is improved than traditional algorithms. The normalized mean square is lower than 10-2 at SNR=0dB and reached 10-5 when SNR=10dB, which is approaching more closely to CRLB.
  • 关键词:Symbol Rate Estimation; Wavelet Transform; Optimal Scale; Non-Cooperative Communication; Multi-Synchronous Reference; Fast Fourier Transform; Corrected Average Periodogram’s Smoothing Power Spectrum.
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