Recognition algorithm of digital modulation based on wavelet and high-order cumulants
Fang-chao Chen · Journal of Computer Applications · 2011
When using recognition algorithm of high-order cumulants to classify and recognize digital modulation signals,the calculation of six-order and six-order above cumulants are too complex and the signals of 8PSK and Multiple Frequency Shift Keying(MFSK) have the same cumulants,so it is impossible to recognize directly.To solve this problem,a new classification algorithm was proposed in this paper,which made wavelet transform on MFSK and 8PSK at first,and then used four-order cumulants recognition.The simulations show that the characteristic parameters could restrain Gaussian white noise efficiently and simply,and classify and recognize 2ASK/BPSK,4ASK,2FSK,4FSK,QPSK,8PSK and 16QAM successfully.When SNR(Signal-to-Noise Ratio) is 3 dB,the recognition rate reaches as high as 96%.Compared with the existing algorithms,the superiority of the algorithm is proved.