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
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;
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
DOI :
10.1109/ICIC.2010.12