Radar Working State Recognition Based on Improved HPSO-BP

Table 6

Performance comparison of each model.

Radar type	Model	ACC	R^2	Convergence steps
A	Improved HPSO-BP	0.994	0.988	18
	PSO-BP	0.943	0.953	35
	GA-BP	0.906	0.940	67
	BP	0.751	0.852	96
B	Improved HPSO-BP	0.972	0.981	20
	PSO-BP	0.901	0.942	42
	GA-BP	0.892	0.937	73
	BP	0.785	0.877	105