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Method for intelligently sensing unascertained threat electromagnetic behavior by cognitive sensor network

An intelligent sensing and unknown technology, applied in the field of electronic countermeasures and cognitive electronic warfare, can solve problems such as difficulty in obtaining prior knowledge, restricting the operational effectiveness of electronic countermeasures and reconnaissance systems, etc., to reduce coupling effects and increase threats The effect of perception and recognition ability and improvement of flexibility

Pending Publication Date: 2020-07-31
NAVAL AVIATION UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, technologies such as radar anti-jamming and low-interception are developing rapidly, and new equipment such as adaptive radar systems are emerging and deployed. The electromagnetic environment of the battlefield is becoming increasingly complex. Electronic countermeasures and reconnaissance systems can quickly intercept, sort, and identify threats from a large number of complex signals. Targets are becoming more and more difficult, especially the effective perception of enemy radar signals with new, unknown or uncertain waveforms and behaviors has become a huge challenge, seriously restricting the combat effectiveness of electronic countermeasures and reconnaissance systems
At the same time, in the process of electronic countermeasures, the electronic countermeasures and reconnaissance system is limited by tactical use and technical conditions. In the process of confrontation, it is difficult to obtain a large amount of effective prior knowledge for such unknown threats through online detection and acquisition of threat signal samples

Method used

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  • Method for intelligently sensing unascertained threat electromagnetic behavior by cognitive sensor network
  • Method for intelligently sensing unascertained threat electromagnetic behavior by cognitive sensor network
  • Method for intelligently sensing unascertained threat electromagnetic behavior by cognitive sensor network

Examples

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Embodiment

[0030] In the complex electromagnetic environment of the naval battlefield, the electronic countermeasure reconnaissance targets of the cognitive sensor network mainly include known threats such as traditional radars, new threats such as adaptive radar electronic information systems, and networking such as drone swarms and small air-launched decoy groups. The latter two types of threats bring greater information uncertainty and threat perception difficulty to electronic countermeasures and reconnaissance, and are collectively referred to as unidentified threats.

[0031] With early warning aircraft, electronic reconnaissance aircraft, carrier-based electronic warfare aircraft, and aircraft carrier as the backbone nodes, and carrier-based fighter jets, unmanned aerial vehicles, surface ships and other platforms as sensing nodes, a typical cognitive sensing system with electronic countermeasures and reconnaissance capabilities is constructed. Net Het-CSNs. Among them, the backbo...

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Abstract

The invention discloses a method for intelligently sensing an unascertained threat electromagnetic behavior by a cognitive sensor network. The method comprises the steps: performing feature extractionon a target through a threat signal feature extraction module and establishing a target state and behavior feature model; enabling a threat signal sorting module to carry out main sorting on pre-sorted targets based on target states and behavior features; enabling the target state and behavior feature identification module to perform known threat target state identification and target electromagnetic behavior feature identification based on a threat signal sorting result; enabling an electronic countermeasure reconnaissance cognitive engine inference engine to perform target state and electromagnetic behavior feature inference identification on unascertained novel threats and networking threats based on an information game mathematical model, and outputting identification information suchas a target type, a working state and identification confidence. According to the method provided by the invention, the state information of the observable signal can be more systematically used foridentifying an unascertained threat state, the coupling influence of a complex electromagnetic environment and an adaptive threat on electronic countermeasure reconnaissance is reduced, and the electronic countermeasure reconnaissance efficiency is improved.

Description

technical field [0001] The invention belongs to the technical field of electronic countermeasures, in particular to the technical field of cognitive electronic warfare, and specifically relates to a cognitive sensor network intelligent sensing method for electromagnetic behavior of unknown threats. Background technique [0002] Electronic warfare, also known as electronic warfare (Electronic warfare, EW), is the use of electromagnetic energy, directional energy, sound energy and other technical means to control the electromagnetic spectrum, weaken and destroy the enemy's electronic information equipment, systems, networks and related weapon systems or Combat effectiveness of personnel, while protecting one's own electronic information equipment, systems, networks and related weapon systems or combat operations of personnel. The main content includes electronic countermeasures and reconnaissance, electronic attack, electronic defense, etc., and its core is to compete for cont...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N5/04
CPCG06N5/04G06F18/21G06F18/24
Inventor 任永吉周正关欣张韫
Owner NAVAL AVIATION UNIV
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