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Automatic Modulation Identification of QPSK and GMSK using Wavelet Transform for Adaptive Demodulator in SDR

机译:使用小波变换在SDR中使用小波变换的QPSK和GMSK自动调制识别

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This paper presents an Automatic Modulation Identification (AMI) algorithm using Wavelet transform for distinguishing QPSK and GMSK in adaptive demodulator. The developed algorithm has been tested by introducing Additive White Gaussian Noise (AWGN) in the modulated signal. It has been found that the identification of QPSK and GMSK using histogram peaks simplifies the procedure. The performance of the proposed AMI algorithm has been computed by estimating the Bit Error Rate (BER) and reconstruction efficiency. This shows that the correct modulation identification is possible to a lower bound of 15 dB and 6 dB for GMSK and QPSK respectively.
机译:本文介绍了一种使用小波变换的自动调制识别(AMI)算法,以区分QPSK和GMSK在自适应解调器中。通过在调制信号中引入添加剂白色高斯噪声(AWGN)来测试开发算法。已经发现,使用直方图峰值识别QPSK和GMSK简化了过程。通过估计误码率(BER)和重建效率来计算所提出的AMI算法的性能。这表明,对于GMSK和QPSK,可以分别为15dB和6 dB的下限。

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