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Table 5 Estimated parameters of signal

From: Estimation of LFM signal parameters using RD compressed sampling and the DFRFT dictionary

Methods

(\(\widehat{p}_{{{\text{opt}}}}\), \(\widehat{u}_{{{\text{opt}}}}\))

(\(\widehat{k}\),\(\widehat{{f_{c} }}\))

Error (\(\widehat{k}\))

Error (\(\widehat{{f_{c} }}\))

Operation time/s

QPSO

(0.81, 595)

(307.8, 255.3)

0.026

0.021

10.23

GA-PSO

(0.81, 595)

(307.8, 255.3)

0.026

0.021

20.33

PSO

(0.79, 590)

(323.9, 264.7)

0.080

0.059

50.76

2-DS

(0.81, 595)

(307.8, 255.3)

0.026

0.021

264

  1. Bold values indicate the best performance among the different methods