Title :
Automatic Modulation Identification of QPSK and GMSK using Wavelet Transform for Adaptive Demodulator in SDR
Author :
Prakasam, P. ; Madheswaran, M.
Author_Institution :
Dept. of Electron. & Commun. Eng., Muthayammal Eng. Coll., Rasipuram
Abstract :
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
Keywords :
AWGN; demodulation; error statistics; minimum shift keying; quadrature phase shift keying; software radio; wavelet transforms; AMI algorithm; AWGN; BER; GMSK; Gaussian filtered minimum shift keying; QPSK; SDR; adaptive demodulator; additive white Gaussian noise; automatic modulation identification; bit error rate; quadrature phase shift keying; software defined radio; wavelet transform; AWGN; Additive white noise; Binary phase shift keying; Demodulation; Digital modulation; Frequency shift keying; Phase modulation; Quadrature phase shift keying; Signal processing; Wavelet transforms; CDMA; GMSK; GSM; QPSK; SDR; TDMA;
Conference_Titel :
Signal Processing, Communications and Networking, 2007. ICSCN '07. International Conference on
Conference_Location :
Chennai
Print_ISBN :
1-4244-0997-7
Electronic_ISBN :
1-4244-0997-7
DOI :
10.1109/ICSCN.2007.350651