The invention discloses a
differential game collaborative guidance method under data
packet loss and time
delay, which comprises the following steps of: after a data
retransmission mechanism is introduced to establish a mapping relation between a
packet loss probability and a time
delay size, designing a proportional time
delay accumulation error based on a neighbor node
signal received by a
missile node and a reference
signal, and ensuring that the probability of
packet loss is reduced in the error conversion mode; when the error converges to zero, the states of all the missiles can achieve cooperation. And respectively designing feed-forward and
feedback control components by using the smoothed error in combination with instruction filtering inversion control and a
differential game method so as to improve the robustness and the optimal performance of the designed guidance law. Meanwhile, for the problem that the optimal
performance index function is difficult to solve in the feedback component
design process, an evaluation network fitting
performance index function is introduced in combination with an adaptive
dynamic programming technology. According to the scheme, the error bounded property can be proved through the designed
Lyapunov function, and the stability performance of a
missile cluster using the guidance scheme under the condition of communication data packet probability loss and communication time delay is guaranteed.