Estimating Weak Pulse Signal in Chaotic Background with Jordan Neural Network

Table 1

Predicted value of , AE, and APE with different SNRs.

					AE	APE	MSE
(1)	130	0.1	−59.18164	0.0969737	0.0030263	0.030263	6.9 × 10^−8
(2)	130	0.12	−57.59802	0.1161813	0.0038187	0.031823	1.1 × 10^−7
(3)	140	0.15	−55.95726	0.1527467	0.0027467	0.018311	5.3 × 10^−8
(4)	140	0.22	−52.63063	0.2215733	0.0015733	0.007151	1.7 × 10^−8
(5)	150	0.3	−50.25632	0.3005346	0.0005346	0.001782	1.9 × 10^−9
(6)	150	0.4	−47.75755	0.3982338	0.0017662	0.004415	2.0 × 10^−8
(7)	150	0.5	−45.81935	0.4988764	0.0011236	0.002247	8.2 × 10^−9
(8)	180	0.8	−42.65903	0.7941931	0.0058069	0.007259	1.9 × 10^−7
(9)	200	1.1	−40.32545	1.1067487	0.0067487	0.006135	2.2 × 10^−7
(10)	200	1.5	−37.63148	1.5022624	0.0022624	0.001508	2.4 × 10^−8
(11)	200	1.9	−35.57823	1.9066362	0.0066362	0.003493	2.1 × 10^−7
(12)	210	3.6	−30.26097	3.5552166	0.0447834	0.012440	9.0 × 10^−6