Automatic Modulation Classification Exploiting Hybrid Machine Learning Network

Table 3

Correct recognition rate at different SNRs with fading channel.

Signal type	SNR=10dB	SNR=15dB	SNR=20dB	SNR=25dB	SNR=30dB
SF	94.10%	96.55%	97.80%	98.20%	98.80%
LFM	93.42%	94.80%	95.50%	96.80%	97.50%
2FSK	93.50%	93.80%	95.34%	96.40%	97.80%
4FSK	92.60%	93.20%	94.80%	95.50%	96.10%
BPSK	89.30%	90.60%	91.80%	93.80%	93.20%
QPSK	89.60%	91.34%	92.15%	92.16%	94.34%
16QAM	90.52%	92.20%	93.85%	94.10%	95.56%