Electronics Optics & Control, Volume. 25, Issue 7, 29(2018)

Judgment of Main Attack Direction of Air-raid Target Based on Principal Component Analysis

ZHAO Jiufen1... TANG Qinhong1, WANG Wei2, WANG Haifeng3 and SHI Shaokun1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    The judgment about the main direction of the enemy air attack is very important for operational command. This paper focuses on the need of decision-making for air defense of critical area and analyzes the nine major indicators that affect the main direction of the air-raid target. With consideration of the minimum deployment spacing between the firepower units, the gray relational clustering method is used to rationally divide the sub-directions. The Principal Component Analysis (PCA) method is used for dimensionality reduction of the impact indexes, which reduces the correlation among the indexes and the calculation cost. A comprehensive evaluation model is built to calculate the sorting of the directions.The results show that the method is correct and feasible.

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    ZHAO Jiufen, TANG Qinhong, WANG Wei, WANG Haifeng, SHI Shaokun. Judgment of Main Attack Direction of Air-raid Target Based on Principal Component Analysis[J]. Electronics Optics & Control, 2018, 25(7): 29

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    Paper Information

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    Received: Jul. 22, 2017

    Accepted: --

    Published Online: Jan. 20, 2021

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2018.07.006

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