Cooperative detection control method based on machine leaning

Abstract

The invention discloses a cooperative detection control method based on machine leaning. The method comprises the following steps that modeling is conducted for mapping relation between a situation factors and a cooperative detection mode, specifically, a mapping relation model is established between the situation factors and the cooperative detection mode; target situation information extractionis conducted, specifically, the situation factors x of a target is obtained, the number of the x is m, and the m is a positive integer; cooperative detection mode is obtained, specifically, the situation factors obtained in the standard situation information extraction step are input into the mapping relation model between the situation factors and the cooperative detection mode, and the cooperative detection mode under current situation is obtained by output; and cooperative detection control is conducted, specifically, the cooperative detection mode under the current situation is sent to flight instruments in each formation, and switching to the cooperative detection mode under the current situation is uniformly conducted. The control method can assist a commander to issue command decisions quickly, and decision-making pressure of operators is reduced.

Description

technical field [0001] The invention relates to the field of airborne radar system technology and radar resource management, in particular to a machine learning-based cooperative detection control method. Background technique [0002] With the development of aviation technology and the promotion of military needs, the detection information of a single aircraft can no longer meet the demand, and multi-aircraft cooperative detection will become the main form of detection in the future. For stand-alone detection, the radar working environment is relatively simple, and the pilot only needs to consider the combat mission of his own platform to issue radar operation instructions. Therefore, the switching of the radar working mode can generally be completed manually by the pilot; In terms of multi-machine cooperative detection modes, there are many types, including cooperative passive frame receiving, cooperative burst detection, cooperative active detection, cooperative active / pas...

AI Technical Summary

Problems solved by technology

[0004] In order to solve the technical problems that the existing multi-machine formation cooperative detection mode is mainly switched manually after manual judgment, it is difficult to ensure that all radars in the formation are switched to the same cooperative mode at the same time, misjudgment is prone to occur and the real-time performance is poor, and a technical problem is proposed. The cooperative detection and control method based on machine learning can solve the above problems

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