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  • 标题:Risk Management of Airfield Obstacle Free Space Based on Supervised Neural Network
  • 本地全文:下载
  • 作者:Peng Wu ; Xiao-lei Chong ; Si-jia Wang
  • 期刊名称:IOP Conference Series: Earth and Environmental Science
  • 印刷版ISSN:1755-1307
  • 电子版ISSN:1755-1315
  • 出版年度:2018
  • 卷号:153
  • 期号:3
  • 页码:032007
  • DOI:10.1088/1755-1315/153/3/032007
  • 语种:English
  • 出版社:IOP Publishing
  • 摘要:In the application of current airfield clearance standard, operation differences are neglected. As a result, this paper sets up a distributional pattern of flight paths at some airfield and new obstacle limitation standards on various security target levels. It interprets and fits the flight data into actual trajectory curves and applies BP neural network to build a prediction model of the spatial position of aircrafts. Based on this theory, the model is implemented in further statistical analyses of the original and simulation data collected in this airfield, which leads to the establishment of distribution rules of aircraft trajectory. This paper proposes a fresh method to set up an airfield obstacle free space and has important reference values to improve the administration of airfield obstacle free space.
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