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Multi-target air-to-ground semi-supervised machine adaption independent decision-making real-time attack method

A machine-adaptive, semi-supervised technology, used in instrumentation, electrical digital data processing, etc.

Inactive Publication Date: 2014-12-10
LANZHOU JIAOTONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present invention is to provide a multi-target air-to-ground semi-supervised machine adaptive autonomous decision-making real-time attack method, which solves the problem that the existing supply system cannot effectively form multiple batches of precise strikes on attack targets

Method used

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  • Multi-target air-to-ground semi-supervised machine adaption independent decision-making real-time attack method

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Experimental program
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Embodiment 1

[0096] 1 Calculation of the necessity of target attack;

[0097] Select the number of firepower units n h , Reliability K, survivability S, search ability F, damage ability H, anti-interference ability G, 6 main indicators to calculate the necessity of target attack.

[0098] 2. Target attack necessity data sample construction;

[0099] Due to the restrictive nature of the data sample, the data sample is divided into two parts: one part is used for learning and the remaining part is used for testing. Using the continuous data movement method, construct M different basic samples and (N-M) different test samples, and make full use of the given sample data to test the calculation results of attack necessity respectively. The sample structure is shown in Table 1. . .

[0100] Table 1. Target attack necessity data sample structure

[0101]

[0102] 2.1 Selection and processing of samples

[0103] According to the actual situation and considering the difference of the targe...

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Abstract

The invention discloses a multi-target air-to-ground semi-supervised machine adaption independent decision-making real-time attack method. The method comprises the steps that the target attack necessity is calculated by adopting the six main indexes, namely, the number nh of fire units, the reliability K, the survivability S, the search capability F, the damage capacity H and the antijamming capability G; the target attack necessity is calculated through an analytic hierarchy process; a semi-supervised machine adaption decision-making system carries out air-to-ground attack decision making on multiple targets; a semi-supervised machine self-adaption system is constructed, and the target attack necessity is automatically sorted through the constructed semi-supervised machine self-adaption system; the attack effectiveness of an unmanned aerial vehicle is analyzed through an information balance weight algorithm; the comprehensive weight is calculated through the information balance weight algorithm, and a decision matrix is constructed; the multi-target unmanned aerial vehicle attack strategy is comprehensively considered, independent decision-making is carried out on the attack sequence of the unmanned aerial vehicle, and the unmanned aerial vehicle is dispatched to attack. The method has the advantage that multi-batch precise attacks are carried out according to the sequence of the target attack necessity.

Description

technical field [0001] The invention belongs to the technical field of computer program control and relates to a real-time attack method for multi-target air-to-ground semi-supervised machines adapting to autonomous decision-making. Background technique [0002] UAV is an unmanned aerial vehicle controlled by radio remote control equipment or its own program control device. It has low cost, good cost-effectiveness, no risk of casualties, strong survivability, good maneuverability, and convenient use. Major military nations are very keen on drones for military use. In the face of a complex battlefield environment, whoever can obtain information first will be able to control the initiative of the war. The use of drones is the key to seizing information and air control in modern warfare. It has gradually evolved into one of the main means of air-to-ground attacks in modern warfare. It is very important to use drones to destroy enemy ground targets in warfare. strategic value....

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F13/10
Inventor 冯怀义钱勇生曾俊伟张晓龙张锦龙钱龙
Owner LANZHOU JIAOTONG UNIV
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