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Trajectory Prediction Method of High-Speed Aircraft Based on Acceleration Fitting

  • Junyi Ma
  • , Shuang Hang*
  • , Mengying Ma
  • , Hongxing Zheng
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The research objects of traditional trajectory prediction methods are mostly ballistic missiles. The active maneuverability of ballistic missiles is weak, so their trajectories have strong regularity and relatively fixed trajectories. Compared with other types of aircraft, high-speed aircraft has higher maneuverability, its flight trajectory is not fixed, and the change law of attack angle and roll angle during flight is very different. In this paper, the observation data is used to fit the acceleration change law of the aircraft, and then the integral iteration method is used to predict its subsequent flight trajectory. Most of the current trajectory prediction research focuses on the improvement of the filtering algorithm. This paper improves the polynomial order of the fitting target acceleration to find the change law of the target trajectory acceleration with time in the short-term trajectory prediction. The simulation results show that in the short term, the acceleration of the target is close to a constant value.

Original languageEnglish
Title of host publicationProceedings of 3rd 2023 International Conference on Autonomous Unmanned Systems (3rd ICAUS 2023) - Volume I
EditorsYi Qu, Mancang Gu, Yifeng Niu, Wenxing Fu
PublisherSpringer Science and Business Media Deutschland GmbH
Pages208-215
Number of pages8
ISBN (Print)9789819711062
DOIs
StatePublished - 2024
Event3rd International Conference on Autonomous Unmanned Systems, ICAUS 2023 - Nanjing, China
Duration: 9 Sep 202311 Sep 2023

Publication series

NameLecture Notes in Electrical Engineering
Volume1170
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference3rd International Conference on Autonomous Unmanned Systems, ICAUS 2023
Country/TerritoryChina
CityNanjing
Period9/09/2311/09/23

Keywords

  • high-speed aircraft
  • integral iteration
  • trajectory prediction

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