Numerical Analysis of Modeling Based on Improved Elman Neural Network

Table 5

Mean error 𝜎 and maximum transient error 𝜎_max of four behavioral models with 2PSK signal input.

Model	𝜎 (V)	𝜎max (V)	Condition
VL	1.0395	31.9100	𝐾=5, 𝜆=0.97
CNN	8.6677	41.8680	𝑁=25, 𝐾max=50
BENN	0.0271	0.0398
IENN	1.2309𝑒−05	1.8071𝑒−05