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Table 8 The signal-to-noise ratio of a single signal is improved after PCA noise reduction

From: RETRACTED ARTICLE: Recognition method of radar intra-pulse modulation type based on signal square spectrum bandwidth ratio

Signal

NS

BPSK

QPSK

2FSK

LFM

Reconstruction degree = 98%

0.5–2.0

0.5–2.1

0.6–2.2

0.6–2.2

0.8–2.3

Reconstruction degree = 94%

1.3–3.1

1.5–3.5

1.5–3.6

2.0–3.8

1.8–3.7

Reconstruction degree = 90%

2.3–4.7

3.1–5.2

3.2–5.3

2.5–4.5

2.4–4.8

Reconstruction degree = 86%

2.5–4.4

3.5–5.1

3.1–5.2

2.7–4.3

2.3–4.6