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Intelligent radar maritime target detection system and method based on improved artificial bee colony algorithm

An artificial bee colony algorithm and target detection technology, applied in radio wave measurement systems, calculations, calculation models, etc., can solve the problems of inability to achieve online detection and poor intelligence.

Inactive Publication Date: 2018-04-20
ZHEJIANG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In order to overcome the shortcomings of existing radar sea target detection methods that cannot realize online detection and poor intelligence, the present invention provides an intelligent radar sea target detection system and method based on improved artificial bee colony algorithm that realizes online detection and has strong intelligence.

Method used

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  • Intelligent radar maritime target detection system and method based on improved artificial bee colony algorithm
  • Intelligent radar maritime target detection system and method based on improved artificial bee colony algorithm
  • Intelligent radar maritime target detection system and method based on improved artificial bee colony algorithm

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Embodiment 1

[0111] refer to figure 1 , figure 2 , an intelligent radar sea target detection system based on the improved artificial bee colony algorithm, including a radar 1, a database 2, and a host computer 3, the radar 1, the database 2, and the host computer 3 are connected in sequence, and the radar 1 conducts a survey on the detected sea area Irradiate, and store the radar sea clutter data into the database 2, and the host computer 3 includes:

[0112] The data preprocessing module 4 is used for radar sea clutter data preprocessing, which is completed by the following process: (1) the radar irradiates the detected sea area, and stores the radar sea clutter data into the database;

[0113] (2) Collect N radar sea clutter echo signal amplitude x from the database i As a training sample, i=1,...,N; (3) Normalize the training sample to obtain the normalized amplitude

[0114]

[0115] Among them, minx represents the minimum value in the training sample, and maxx represents the ...

Embodiment 2

[0162] refer to figure 1 , figure 2 , a kind of intelligent radar sea target detection method based on improved artificial bee colony algorithm, described method comprises the following steps:

[0163] (1) The radar irradiates the detected sea area, and stores the radar sea clutter data into the database;

[0164] (2) Collect N radar sea clutter echo signal amplitude x from the database i , as training samples, i=1,...,N;

[0165] (3) Normalize the training samples to obtain the normalized amplitude

[0166]

[0167] Among them, minx represents the minimum value in the training sample, and maxx represents the maximum value in the training sample;

[0168] (4) Reconstruct the normalized training samples to obtain the input matrix X and the corresponding output matrix Y respectively:

[0169]

[0170]

[0171] Among them, D represents the reconstruction dimension, D is a natural number, and D

[0172] (5) Substitute the obt...

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Abstract

The invention discloses an intelligent radar maritime target detection system and method based on an improved artificial bee colony algorithm. The system is composed of a radar, a database and a hostcomputer which are sequentially connected. The radar irradiates a detected sea area and stores radar sea clutter data to the database. The host computer includes a data preprocessing module, a robustforecasting model modeling module, an intelligent optimization module, a target detection module, a model updating module, and a result display module. According to the invention, as for the complex characteristics of maritime target detection, the radar clutter data are reconstructed, the target data are detected, and the improved artificial bee colony algorithm is introduced, so as to provide the highly intelligent radar maritime target detection system and method capable of realizing online detection.

Description

technical field [0001] The invention relates to the field of radar data processing, in particular to an intelligent radar sea target detection system and method based on an improved artificial bee colony algorithm. Background technique [0002] Sea clutter is radar backscatter echoes from the sea surface. In recent decades, with the in-depth understanding of sea clutter, Germany, Norway and other countries have successively tried to use radar to observe sea clutter to obtain radar wave images to invert wave information, so as to obtain real-time information about the state of the ocean, such as the Wave height, direction and period, etc., so as to further detect small targets at sea, which is of great significance to maritime activities. [0003] Maritime target detection technology plays an important role, and providing accurate target judgment is one of the important tasks of marine radar. The radar automatic detection system makes a judgment under a given detection thre...

Claims

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Application Information

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IPC IPC(8): G01S7/36G06F17/16G06N3/00
CPCG01S7/36G06F17/16G06N3/006
Inventor 刘兴高卢伟胜
Owner ZHEJIANG UNIV
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