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Table 3 Comparison of different methods on the SR-ADSB dataset

From: Independently convolutional gated recurrent neural unit for space-based ADS-B signal separation with single antenna

Method

Decoding accuracy

Bit-error rate (%)

1-DAMRAE [27]

82.45

0.98

Conv-tastNet [25]

88.48

0.45

Bidirectional LSTM [28]

88.39

0.45

Transformer [29]

88.80

0.44

MConv-TasNet [23]

90.34

0.27

Proposed Ind-CGRU

90.40

0.26