Skip to main navigation Skip to search Skip to main content

Ins/GPS integrated navigation method based on neural network

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

Abstract

Inertial Navigation System (INS) and Global Positioning System (GPS) are commonly integrated to overcomes each system's inadequacies and provide an accurate navigation solution. However, the positioning accuracy deteriorates with time in the absence of GPS signals. This paper proposed an artificial neural network aided INS/GPS integrated navigation method to bridge the GPS outages. In this method, the neural network was trained to model the error of INS when GPS was available. INS velocity and attitude error were got by implementing the neural network when GPS outages occurred. Simulations in INS/GPS integrated navigation showed improvement in positioning accuracy for GPS outages.

Original languageEnglish
Title of host publicationAdvances in Manufacturing Science and Engineering
Pages2419-2422
Number of pages4
DOIs
StatePublished - 2013
Event4th International Conference on Manufacturing Science and Engineering, ICMSE 2013 - Dalian, China
Duration: 30 Mar 201331 Mar 2013

Publication series

NameAdvanced Materials Research
Volume712-715
ISSN (Print)1022-6680

Conference

Conference4th International Conference on Manufacturing Science and Engineering, ICMSE 2013
Country/TerritoryChina
CityDalian
Period30/03/1331/03/13

Keywords

  • GPS outages
  • INS/GPS
  • Integrated navigation system
  • Neural network

Fingerprint

Dive into the research topics of 'Ins/GPS integrated navigation method based on neural network'. Together they form a unique fingerprint.

Cite this