• DocumentCode
    3078455
  • Title

    The Application of BP Neural Network in the Predictions of Suspicious Space Target Orbits

  • Author

    Can-Shi, Zhu ; Lin, Zhu

  • Author_Institution
    Eng. Coll., Air Force Univ. of Eng., Xi´´an, China
  • Volume
    1
  • fYear
    2010
  • fDate
    4-6 June 2010
  • Firstpage
    23
  • Lastpage
    26
  • Abstract
    As a type of artificial intelligence model derived from the human brain system, the neural network has the function to simulate the human brain. The paper is intended to introduce the neural network into the measurements and calculations of space object orbits, thereby giving fuller play to its advantages in dealing with the non-linear issues, and thus making it possible to design the prediction algorithm of space object orbits based on BP neural network and then verify the feasibility of this algorithm.
  • Keywords
    aerospace computing; artificial intelligence; backpropagation; brain; BP neural network; artificial intelligence; human brain system; suspicious space target orbits; Algorithm design and analysis; Artificial intelligence; Artificial neural networks; Biological neural networks; Brain modeling; Extraterrestrial measurements; Humans; Neural networks; Orbital calculations; Orbits; network; orbit prediction; space object;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Computing (ICIC), 2010 Third International Conference on
  • Conference_Location
    Wuxi, Jiang Su
  • Print_ISBN
    978-1-4244-7081-5
  • Electronic_ISBN
    978-1-4244-7082-2
  • Type

    conf

  • DOI
    10.1109/ICIC.2010.12
  • Filename
    5514246